Optimize with Optuna¶

Home | Document

Installation¶

In [ ]:

!pip install optuna

!pip install optuna

Sample Strategy¶

In [1]:

# import talib.abstract as ta

from lettrade import DataFeed, Strategy, indicator as i
from lettrade.exchange.backtest import ForexBackTestAccount, let_backtest
from lettrade.indicator.vendor.qtpylib import inject_indicators

inject_indicators()


class SmaCross(Strategy):
    ema1_period = 9
    ema2_period = 21

    def indicators(self, df: DataFeed):
        # df["ema1"] = ta.EMA(df, timeperiod=self.ema1_period)
        # df["ema2"] = ta.EMA(df, timeperiod=self.ema2_period)
        df["ema1"] = df.close.ema(window=self.ema1_period)
        df["ema2"] = df.close.ema(window=self.ema2_period)

        df["signal_ema_crossover"] = i.crossover(df.ema1, df.ema2)
        df["signal_ema_crossunder"] = i.crossunder(df.ema1, df.ema2)

    def next(self, df: DataFeed):
        if len(self.orders) > 0 or len(self.trades) > 0:
            return

        if df.l.signal_ema_crossover[-1]:
            price = df.l.close[-1]
            self.buy(size=0.1, sl=price - 0.001, tp=price + 0.001)
        elif df.l.signal_ema_crossunder[-1]:
            price = df.l.close[-1]
            self.sell(size=0.1, sl=price + 0.001, tp=price - 0.001)


lt = let_backtest(
    strategy=SmaCross,
    datas="example/data/data/EURUSD_5m_0_10000.csv",
    account=ForexBackTestAccount,
    # plotter=None,
)

# import talib.abstract as ta from lettrade import DataFeed, Strategy, indicator as i from lettrade.exchange.backtest import ForexBackTestAccount, let_backtest from lettrade.indicator.vendor.qtpylib import inject_indicators inject_indicators() class SmaCross(Strategy): ema1_period = 9 ema2_period = 21 def indicators(self, df: DataFeed): # df["ema1"] = ta.EMA(df, timeperiod=self.ema1_period) # df["ema2"] = ta.EMA(df, timeperiod=self.ema2_period) df["ema1"] = df.close.ema(window=self.ema1_period) df["ema2"] = df.close.ema(window=self.ema2_period) df["signal_ema_crossover"] = i.crossover(df.ema1, df.ema2) df["signal_ema_crossunder"] = i.crossunder(df.ema1, df.ema2) def next(self, df: DataFeed): if len(self.orders) > 0 or len(self.trades) > 0: return if df.l.signal_ema_crossover[-1]: price = df.l.close[-1] self.buy(size=0.1, sl=price - 0.001, tp=price + 0.001) elif df.l.signal_ema_crossunder[-1]: price = df.l.close[-1] self.sell(size=0.1, sl=price + 0.001, tp=price - 0.001) lt = let_backtest( strategy=SmaCross, datas="example/data/data/EURUSD_5m_0_10000.csv", account=ForexBackTestAccount, # plotter=None, )

Optimize¶

In [2]:

import optuna

lettrade_model = lt.optimize_model()


def train_model(trial):
    params = {
        "ema1_period": trial.suggest_int("ema1_period", 5, 25, step=1),
        "ema2_period": trial.suggest_int("ema2_period", 10, 50, step=1),
    }

    # Model
    result = lettrade_model(params)

    # Score
    return result["equity"]


study = optuna.create_study(
    study_name="example-study",
    direction="maximize",
    # storage='sqlite:///example.db',
    load_if_exists=True,
)

study.optimize(train_model, n_trials=1_000)

import optuna lettrade_model = lt.optimize_model() def train_model(trial): params = { "ema1_period": trial.suggest_int("ema1_period", 5, 25, step=1), "ema2_period": trial.suggest_int("ema2_period", 10, 50, step=1), } # Model result = lettrade_model(params) # Score return result["equity"] study = optuna.create_study( study_name="example-study", direction="maximize", # storage='sqlite:///example.db', load_if_exists=True, ) study.optimize(train_model, n_trials=1_000)

[I 2024-06-15 07:40:46,865] A new study created in memory with name: example-study
[I 2024-06-15 07:40:46,873] Trial 0 finished with value: 852.58 and parameters: {'ema1_period': 5, 'ema2_period': 24}. Best is trial 0 with value: 852.58.
[I 2024-06-15 07:40:46,875] Trial 1 finished with value: 1000.88 and parameters: {'ema1_period': 19, 'ema2_period': 25}. Best is trial 1 with value: 1000.88.
[I 2024-06-15 07:40:46,877] Trial 2 finished with value: 899.78 and parameters: {'ema1_period': 16, 'ema2_period': 21}. Best is trial 1 with value: 1000.88.
[I 2024-06-15 07:40:46,879] Trial 3 finished with value: 1021.38 and parameters: {'ema1_period': 12, 'ema2_period': 50}. Best is trial 3 with value: 1021.38.
[I 2024-06-15 07:40:46,881] Trial 4 finished with value: 1148.48 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 4 with value: 1148.48.
[I 2024-06-15 07:40:46,885] Trial 5 finished with value: 1118.58 and parameters: {'ema1_period': 17, 'ema2_period': 15}. Best is trial 4 with value: 1148.48.
[I 2024-06-15 07:40:46,887] Trial 6 finished with value: 830.58 and parameters: {'ema1_period': 8, 'ema2_period': 41}. Best is trial 4 with value: 1148.48.
[I 2024-06-15 07:40:46,890] Trial 7 finished with value: 943.88 and parameters: {'ema1_period': 14, 'ema2_period': 17}. Best is trial 4 with value: 1148.48.
[I 2024-06-15 07:40:46,891] Trial 8 finished with value: 970.58 and parameters: {'ema1_period': 11, 'ema2_period': 39}. Best is trial 4 with value: 1148.48.
[I 2024-06-15 07:40:46,893] Trial 9 finished with value: 893.48 and parameters: {'ema1_period': 9, 'ema2_period': 24}. Best is trial 4 with value: 1148.48.
[I 2024-06-15 07:40:46,905] Trial 10 finished with value: 1160.28 and parameters: {'ema1_period': 25, 'ema2_period': 11}. Best is trial 10 with value: 1160.28.
[I 2024-06-15 07:40:46,914] Trial 11 finished with value: 1160.28 and parameters: {'ema1_period': 25, 'ema2_period': 11}. Best is trial 10 with value: 1160.28.
[I 2024-06-15 07:40:46,922] Trial 12 finished with value: 1160.28 and parameters: {'ema1_period': 25, 'ema2_period': 11}. Best is trial 10 with value: 1160.28.
[I 2024-06-15 07:40:46,928] Trial 13 finished with value: 904.08 and parameters: {'ema1_period': 25, 'ema2_period': 32}. Best is trial 10 with value: 1160.28.
[I 2024-06-15 07:40:46,935] Trial 14 finished with value: 1070.18 and parameters: {'ema1_period': 21, 'ema2_period': 18}. Best is trial 10 with value: 1160.28.
[I 2024-06-15 07:40:46,941] Trial 15 finished with value: 1036.78 and parameters: {'ema1_period': 22, 'ema2_period': 10}. Best is trial 10 with value: 1160.28.
[I 2024-06-15 07:40:46,947] Trial 16 finished with value: 884.68 and parameters: {'ema1_period': 25, 'ema2_period': 31}. Best is trial 10 with value: 1160.28.
[I 2024-06-15 07:40:46,953] Trial 17 finished with value: 1007.28 and parameters: {'ema1_period': 19, 'ema2_period': 10}. Best is trial 10 with value: 1160.28.
[I 2024-06-15 07:40:46,958] Trial 18 finished with value: 980.48 and parameters: {'ema1_period': 23, 'ema2_period': 18}. Best is trial 10 with value: 1160.28.
[I 2024-06-15 07:40:46,964] Trial 19 finished with value: 901.98 and parameters: {'ema1_period': 19, 'ema2_period': 28}. Best is trial 10 with value: 1160.28.
[I 2024-06-15 07:40:46,970] Trial 20 finished with value: 947.78 and parameters: {'ema1_period': 23, 'ema2_period': 37}. Best is trial 10 with value: 1160.28.
[I 2024-06-15 07:40:46,976] Trial 21 finished with value: 1010.38 and parameters: {'ema1_period': 25, 'ema2_period': 13}. Best is trial 10 with value: 1160.28.
[I 2024-06-15 07:40:46,983] Trial 22 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 10 with value: 1160.28.
[I 2024-06-15 07:40:46,989] Trial 23 finished with value: 980.58 and parameters: {'ema1_period': 21, 'ema2_period': 20}. Best is trial 10 with value: 1160.28.
[I 2024-06-15 07:40:46,996] Trial 24 finished with value: 1148.38 and parameters: {'ema1_period': 20, 'ema2_period': 15}. Best is trial 10 with value: 1160.28.
[I 2024-06-15 07:40:47,003] Trial 25 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,009] Trial 26 finished with value: 1090.28 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,015] Trial 27 finished with value: 909.78 and parameters: {'ema1_period': 17, 'ema2_period': 21}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,022] Trial 28 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,028] Trial 29 finished with value: 1019.28 and parameters: {'ema1_period': 14, 'ema2_period': 27}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,034] Trial 30 finished with value: 859.58 and parameters: {'ema1_period': 6, 'ema2_period': 22}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,040] Trial 31 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,046] Trial 32 finished with value: 1070.18 and parameters: {'ema1_period': 21, 'ema2_period': 18}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,052] Trial 33 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,058] Trial 34 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,065] Trial 35 finished with value: 1036.88 and parameters: {'ema1_period': 22, 'ema2_period': 48}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,072] Trial 36 finished with value: 1168.38 and parameters: {'ema1_period': 19, 'ema2_period': 16}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,079] Trial 37 finished with value: 989.78 and parameters: {'ema1_period': 17, 'ema2_period': 24}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,086] Trial 38 finished with value: 1168.18 and parameters: {'ema1_period': 18, 'ema2_period': 16}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,093] Trial 39 finished with value: 1000.0 and parameters: {'ema1_period': 20, 'ema2_period': 20}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,099] Trial 40 finished with value: 1126.68 and parameters: {'ema1_period': 20, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,106] Trial 41 finished with value: 1168.18 and parameters: {'ema1_period': 18, 'ema2_period': 16}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,112] Trial 42 finished with value: 863.18 and parameters: {'ema1_period': 15, 'ema2_period': 17}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,119] Trial 43 finished with value: 1026.28 and parameters: {'ema1_period': 18, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,126] Trial 44 finished with value: 811.68 and parameters: {'ema1_period': 15, 'ema2_period': 19}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,132] Trial 45 finished with value: 990.58 and parameters: {'ema1_period': 13, 'ema2_period': 15}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,139] Trial 46 finished with value: 941.08 and parameters: {'ema1_period': 22, 'ema2_period': 23}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,145] Trial 47 finished with value: 1000.0 and parameters: {'ema1_period': 16, 'ema2_period': 16}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,152] Trial 48 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,159] Trial 49 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,166] Trial 50 finished with value: 1118.38 and parameters: {'ema1_period': 24, 'ema2_period': 10}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,173] Trial 51 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,180] Trial 52 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,186] Trial 53 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,193] Trial 54 finished with value: 1010.08 and parameters: {'ema1_period': 24, 'ema2_period': 35}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,201] Trial 55 finished with value: 1036.78 and parameters: {'ema1_period': 22, 'ema2_period': 10}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,208] Trial 56 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,215] Trial 57 finished with value: 1080.18 and parameters: {'ema1_period': 25, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,222] Trial 58 finished with value: 1097.08 and parameters: {'ema1_period': 21, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,229] Trial 59 finished with value: 1008.28 and parameters: {'ema1_period': 23, 'ema2_period': 45}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,236] Trial 60 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,243] Trial 61 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,250] Trial 62 finished with value: 1161.08 and parameters: {'ema1_period': 25, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,257] Trial 63 finished with value: 1036.78 and parameters: {'ema1_period': 22, 'ema2_period': 10}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,265] Trial 64 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,272] Trial 65 finished with value: 949.48 and parameters: {'ema1_period': 24, 'ema2_period': 18}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,278] Trial 66 finished with value: 1161.08 and parameters: {'ema1_period': 25, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,285] Trial 67 finished with value: 1090.18 and parameters: {'ema1_period': 21, 'ema2_period': 17}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,292] Trial 68 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,299] Trial 69 finished with value: 1059.98 and parameters: {'ema1_period': 24, 'ema2_period': 15}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,306] Trial 70 finished with value: 951.38 and parameters: {'ema1_period': 22, 'ema2_period': 26}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,313] Trial 71 finished with value: 1161.08 and parameters: {'ema1_period': 25, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,320] Trial 72 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,327] Trial 73 finished with value: 1116.18 and parameters: {'ema1_period': 23, 'ema2_period': 10}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,334] Trial 74 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,341] Trial 75 finished with value: 1160.28 and parameters: {'ema1_period': 25, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,348] Trial 76 finished with value: 1020.28 and parameters: {'ema1_period': 23, 'ema2_period': 17}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,355] Trial 77 finished with value: 1148.48 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,362] Trial 78 finished with value: 940.58 and parameters: {'ema1_period': 5, 'ema2_period': 15}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,369] Trial 79 finished with value: 1097.08 and parameters: {'ema1_period': 21, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,376] Trial 80 finished with value: 959.08 and parameters: {'ema1_period': 24, 'ema2_period': 19}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,383] Trial 81 finished with value: 1139.08 and parameters: {'ema1_period': 20, 'ema2_period': 16}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,389] Trial 82 finished with value: 1160.28 and parameters: {'ema1_period': 25, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,396] Trial 83 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,403] Trial 84 finished with value: 874.88 and parameters: {'ema1_period': 22, 'ema2_period': 33}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,410] Trial 85 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,417] Trial 86 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,423] Trial 87 finished with value: 991.38 and parameters: {'ema1_period': 25, 'ema2_period': 42}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,431] Trial 88 finished with value: 1116.18 and parameters: {'ema1_period': 23, 'ema2_period': 10}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,438] Trial 89 finished with value: 1059.98 and parameters: {'ema1_period': 24, 'ema2_period': 15}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,446] Trial 90 finished with value: 1168.28 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,453] Trial 91 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,460] Trial 92 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,468] Trial 93 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,475] Trial 94 finished with value: 1168.68 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,482] Trial 95 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,488] Trial 96 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,495] Trial 97 finished with value: 960.18 and parameters: {'ema1_period': 25, 'ema2_period': 17}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,502] Trial 98 finished with value: 932.78 and parameters: {'ema1_period': 22, 'ema2_period': 30}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,509] Trial 99 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,516] Trial 100 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,524] Trial 101 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,532] Trial 102 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,539] Trial 103 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,547] Trial 104 finished with value: 990.58 and parameters: {'ema1_period': 25, 'ema2_period': 16}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,554] Trial 105 finished with value: 1168.28 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,561] Trial 106 finished with value: 810.48 and parameters: {'ema1_period': 8, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,569] Trial 107 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,577] Trial 108 finished with value: 1158.28 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,584] Trial 109 finished with value: 1080.28 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,591] Trial 110 finished with value: 1116.18 and parameters: {'ema1_period': 23, 'ema2_period': 10}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,600] Trial 111 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,608] Trial 112 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,618] Trial 113 finished with value: 1010.38 and parameters: {'ema1_period': 25, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,626] Trial 114 finished with value: 1069.98 and parameters: {'ema1_period': 23, 'ema2_period': 16}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,635] Trial 115 finished with value: 1160.28 and parameters: {'ema1_period': 25, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,644] Trial 116 finished with value: 1059.98 and parameters: {'ema1_period': 24, 'ema2_period': 15}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,652] Trial 117 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,659] Trial 118 finished with value: 1148.48 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,667] Trial 119 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,674] Trial 120 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,682] Trial 121 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,765] Trial 122 finished with value: 1168.28 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,772] Trial 123 finished with value: 1118.38 and parameters: {'ema1_period': 24, 'ema2_period': 10}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,780] Trial 124 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,788] Trial 125 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,796] Trial 126 finished with value: 1020.28 and parameters: {'ema1_period': 23, 'ema2_period': 17}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,804] Trial 127 finished with value: 1160.28 and parameters: {'ema1_period': 25, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,812] Trial 128 finished with value: 1158.88 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,820] Trial 129 finished with value: 1161.08 and parameters: {'ema1_period': 25, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,828] Trial 130 finished with value: 1168.68 and parameters: {'ema1_period': 21, 'ema2_period': 15}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,835] Trial 131 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,843] Trial 132 finished with value: 1000.18 and parameters: {'ema1_period': 24, 'ema2_period': 50}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,850] Trial 133 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,858] Trial 134 finished with value: 1116.18 and parameters: {'ema1_period': 23, 'ema2_period': 10}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,866] Trial 135 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,874] Trial 136 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,883] Trial 137 finished with value: 931.48 and parameters: {'ema1_period': 24, 'ema2_period': 38}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,891] Trial 138 finished with value: 1010.38 and parameters: {'ema1_period': 25, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,899] Trial 139 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,907] Trial 140 finished with value: 1168.28 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,914] Trial 141 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,922] Trial 142 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,930] Trial 143 finished with value: 990.58 and parameters: {'ema1_period': 25, 'ema2_period': 16}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,937] Trial 144 finished with value: 1118.38 and parameters: {'ema1_period': 24, 'ema2_period': 10}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,945] Trial 145 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,953] Trial 146 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,961] Trial 147 finished with value: 923.28 and parameters: {'ema1_period': 25, 'ema2_period': 28}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,970] Trial 148 finished with value: 1059.98 and parameters: {'ema1_period': 24, 'ema2_period': 15}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,980] Trial 149 finished with value: 1168.28 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,989] Trial 150 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:47,997] Trial 151 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,005] Trial 152 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,014] Trial 153 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,022] Trial 154 finished with value: 1158.88 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,029] Trial 155 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,037] Trial 156 finished with value: 1118.38 and parameters: {'ema1_period': 24, 'ema2_period': 10}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,046] Trial 157 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,055] Trial 158 finished with value: 1161.08 and parameters: {'ema1_period': 25, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,064] Trial 159 finished with value: 1090.28 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,072] Trial 160 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,080] Trial 161 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,088] Trial 162 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,097] Trial 163 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,105] Trial 164 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,113] Trial 165 finished with value: 1010.38 and parameters: {'ema1_period': 25, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,121] Trial 166 finished with value: 1168.28 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,129] Trial 167 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,138] Trial 168 finished with value: 1116.18 and parameters: {'ema1_period': 23, 'ema2_period': 10}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,146] Trial 169 finished with value: 1160.28 and parameters: {'ema1_period': 25, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,155] Trial 170 finished with value: 1069.98 and parameters: {'ema1_period': 23, 'ema2_period': 16}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,164] Trial 171 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,172] Trial 172 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,180] Trial 173 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,188] Trial 174 finished with value: 998.88 and parameters: {'ema1_period': 24, 'ema2_period': 41}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,196] Trial 175 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,204] Trial 176 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,212] Trial 177 finished with value: 990.38 and parameters: {'ema1_period': 25, 'ema2_period': 48}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,221] Trial 178 finished with value: 1059.98 and parameters: {'ema1_period': 24, 'ema2_period': 15}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,230] Trial 179 finished with value: 1039.58 and parameters: {'ema1_period': 16, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,239] Trial 180 finished with value: 1158.88 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,248] Trial 181 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,256] Trial 182 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,264] Trial 183 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,272] Trial 184 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,282] Trial 185 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,291] Trial 186 finished with value: 832.18 and parameters: {'ema1_period': 8, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,301] Trial 187 finished with value: 1148.48 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,312] Trial 188 finished with value: 1116.18 and parameters: {'ema1_period': 23, 'ema2_period': 10}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,322] Trial 189 finished with value: 1010.08 and parameters: {'ema1_period': 24, 'ema2_period': 35}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,332] Trial 190 finished with value: 1020.38 and parameters: {'ema1_period': 25, 'ema2_period': 15}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,341] Trial 191 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,350] Trial 192 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,359] Trial 193 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,367] Trial 194 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,376] Trial 195 finished with value: 1168.28 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,384] Trial 196 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,393] Trial 197 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,402] Trial 198 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,411] Trial 199 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,420] Trial 200 finished with value: 1148.48 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,429] Trial 201 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,438] Trial 202 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,446] Trial 203 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,455] Trial 204 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,463] Trial 205 finished with value: 1096.78 and parameters: {'ema1_period': 22, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,472] Trial 206 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,481] Trial 207 finished with value: 1161.08 and parameters: {'ema1_period': 25, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,489] Trial 208 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,499] Trial 209 finished with value: 1059.98 and parameters: {'ema1_period': 24, 'ema2_period': 15}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,513] Trial 210 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,525] Trial 211 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,535] Trial 212 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,544] Trial 213 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,553] Trial 214 finished with value: 1168.28 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,561] Trial 215 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,570] Trial 216 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,583] Trial 217 finished with value: 851.68 and parameters: {'ema1_period': 23, 'ema2_period': 24}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,597] Trial 218 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,609] Trial 219 finished with value: 1129.58 and parameters: {'ema1_period': 25, 'ema2_period': 10}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,617] Trial 220 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,626] Trial 221 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,635] Trial 222 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,644] Trial 223 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,653] Trial 224 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,663] Trial 225 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,678] Trial 226 finished with value: 1010.38 and parameters: {'ema1_period': 25, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,691] Trial 227 finished with value: 1096.78 and parameters: {'ema1_period': 22, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,700] Trial 228 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,709] Trial 229 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,718] Trial 230 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,727] Trial 231 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,736] Trial 232 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,744] Trial 233 finished with value: 1028.38 and parameters: {'ema1_period': 17, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,758] Trial 234 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,773] Trial 235 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,786] Trial 236 finished with value: 1090.28 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,796] Trial 237 finished with value: 1161.08 and parameters: {'ema1_period': 25, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,805] Trial 238 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,814] Trial 239 finished with value: 826.18 and parameters: {'ema1_period': 10, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,823] Trial 240 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,832] Trial 241 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,845] Trial 242 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,861] Trial 243 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,874] Trial 244 finished with value: 1158.88 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,883] Trial 245 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,893] Trial 246 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,902] Trial 247 finished with value: 999.08 and parameters: {'ema1_period': 23, 'ema2_period': 21}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,912] Trial 248 finished with value: 1161.08 and parameters: {'ema1_period': 25, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,921] Trial 249 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,931] Trial 250 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,942] Trial 251 finished with value: 1116.18 and parameters: {'ema1_period': 23, 'ema2_period': 10}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,956] Trial 252 finished with value: 1096.78 and parameters: {'ema1_period': 22, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,972] Trial 253 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,987] Trial 254 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:48,999] Trial 255 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,011] Trial 256 finished with value: 1080.28 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,021] Trial 257 finished with value: 1010.38 and parameters: {'ema1_period': 25, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,030] Trial 258 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,041] Trial 259 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,051] Trial 260 finished with value: 913.38 and parameters: {'ema1_period': 7, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,061] Trial 261 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,070] Trial 262 finished with value: 1118.38 and parameters: {'ema1_period': 24, 'ema2_period': 10}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,080] Trial 263 finished with value: 1010.38 and parameters: {'ema1_period': 25, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,089] Trial 264 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,098] Trial 265 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,108] Trial 266 finished with value: 1059.98 and parameters: {'ema1_period': 24, 'ema2_period': 15}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,119] Trial 267 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,129] Trial 268 finished with value: 923.28 and parameters: {'ema1_period': 22, 'ema2_period': 32}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,138] Trial 269 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,148] Trial 270 finished with value: 1026.28 and parameters: {'ema1_period': 18, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,157] Trial 271 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,167] Trial 272 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,176] Trial 273 finished with value: 1010.38 and parameters: {'ema1_period': 25, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,186] Trial 274 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,196] Trial 275 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,206] Trial 276 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,217] Trial 277 finished with value: 941.28 and parameters: {'ema1_period': 23, 'ema2_period': 26}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,227] Trial 278 finished with value: 1158.88 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,237] Trial 279 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,247] Trial 280 finished with value: 1059.98 and parameters: {'ema1_period': 24, 'ema2_period': 15}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,257] Trial 281 finished with value: 1116.18 and parameters: {'ema1_period': 23, 'ema2_period': 10}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,268] Trial 282 finished with value: 1148.48 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,278] Trial 283 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,288] Trial 284 finished with value: 1161.08 and parameters: {'ema1_period': 25, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,298] Trial 285 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,309] Trial 286 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,319] Trial 287 finished with value: 1096.68 and parameters: {'ema1_period': 21, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,330] Trial 288 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,339] Trial 289 finished with value: 1148.48 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,355] Trial 290 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,369] Trial 291 finished with value: 990.58 and parameters: {'ema1_period': 25, 'ema2_period': 16}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,380] Trial 292 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,390] Trial 293 finished with value: 1116.18 and parameters: {'ema1_period': 23, 'ema2_period': 10}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,401] Trial 294 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,412] Trial 295 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,421] Trial 296 finished with value: 883.28 and parameters: {'ema1_period': 25, 'ema2_period': 29}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,431] Trial 297 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,440] Trial 298 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,450] Trial 299 finished with value: 1080.28 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,459] Trial 300 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,469] Trial 301 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,479] Trial 302 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,490] Trial 303 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,500] Trial 304 finished with value: 1148.48 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,511] Trial 305 finished with value: 1080.18 and parameters: {'ema1_period': 25, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,520] Trial 306 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,530] Trial 307 finished with value: 1128.28 and parameters: {'ema1_period': 24, 'ema2_period': 23}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,540] Trial 308 finished with value: 1039.58 and parameters: {'ema1_period': 15, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,550] Trial 309 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,559] Trial 310 finished with value: 1118.38 and parameters: {'ema1_period': 24, 'ema2_period': 10}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,569] Trial 311 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,582] Trial 312 finished with value: 1090.28 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,600] Trial 313 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,618] Trial 314 finished with value: 892.98 and parameters: {'ema1_period': 22, 'ema2_period': 36}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,631] Trial 315 finished with value: 1097.08 and parameters: {'ema1_period': 21, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,642] Trial 316 finished with value: 1010.38 and parameters: {'ema1_period': 25, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,653] Trial 317 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,663] Trial 318 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,673] Trial 319 finished with value: 1006.38 and parameters: {'ema1_period': 19, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,683] Trial 320 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,696] Trial 321 finished with value: 1016.88 and parameters: {'ema1_period': 24, 'ema2_period': 45}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,713] Trial 322 finished with value: 1160.28 and parameters: {'ema1_period': 25, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,727] Trial 323 finished with value: 1080.28 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,737] Trial 324 finished with value: 836.38 and parameters: {'ema1_period': 11, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,747] Trial 325 finished with value: 1017.68 and parameters: {'ema1_period': 20, 'ema2_period': 10}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,758] Trial 326 finished with value: 919.38 and parameters: {'ema1_period': 23, 'ema2_period': 19}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,768] Trial 327 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,779] Trial 328 finished with value: 880.68 and parameters: {'ema1_period': 5, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,796] Trial 329 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,813] Trial 330 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,823] Trial 331 finished with value: 1161.08 and parameters: {'ema1_period': 25, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,833] Trial 332 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,843] Trial 333 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,853] Trial 334 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,864] Trial 335 finished with value: 1096.78 and parameters: {'ema1_period': 22, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,879] Trial 336 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,895] Trial 337 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,909] Trial 338 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,919] Trial 339 finished with value: 1020.38 and parameters: {'ema1_period': 25, 'ema2_period': 15}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,931] Trial 340 finished with value: 1158.88 and parameters: {'ema1_period': 22, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,943] Trial 341 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,954] Trial 342 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,966] Trial 343 finished with value: 1116.18 and parameters: {'ema1_period': 23, 'ema2_period': 10}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,978] Trial 344 finished with value: 1020.08 and parameters: {'ema1_period': 24, 'ema2_period': 16}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:49,990] Trial 345 finished with value: 1168.28 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,002] Trial 346 finished with value: 1000.0 and parameters: {'ema1_period': 13, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,012] Trial 347 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,023] Trial 348 finished with value: 971.18 and parameters: {'ema1_period': 24, 'ema2_period': 40}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,033] Trial 349 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,044] Trial 350 finished with value: 1160.28 and parameters: {'ema1_period': 25, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,055] Trial 351 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,067] Trial 352 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,085] Trial 353 finished with value: 1059.98 and parameters: {'ema1_period': 24, 'ema2_period': 15}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,100] Trial 354 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,111] Trial 355 finished with value: 1118.38 and parameters: {'ema1_period': 24, 'ema2_period': 10}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,122] Trial 356 finished with value: 1007.38 and parameters: {'ema1_period': 16, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,133] Trial 357 finished with value: 1059.08 and parameters: {'ema1_period': 17, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,143] Trial 358 finished with value: 1161.08 and parameters: {'ema1_period': 25, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,157] Trial 359 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,174] Trial 360 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,190] Trial 361 finished with value: 1096.78 and parameters: {'ema1_period': 22, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,201] Trial 362 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,212] Trial 363 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,222] Trial 364 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,233] Trial 365 finished with value: 1096.78 and parameters: {'ema1_period': 22, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,247] Trial 366 finished with value: 1010.38 and parameters: {'ema1_period': 25, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,265] Trial 367 finished with value: 959.08 and parameters: {'ema1_period': 23, 'ema2_period': 20}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,280] Trial 368 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,291] Trial 369 finished with value: 1059.98 and parameters: {'ema1_period': 24, 'ema2_period': 15}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,302] Trial 370 finished with value: 1069.98 and parameters: {'ema1_period': 23, 'ema2_period': 16}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,314] Trial 371 finished with value: 1118.38 and parameters: {'ema1_period': 24, 'ema2_period': 10}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,326] Trial 372 finished with value: 1168.28 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,343] Trial 373 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,362] Trial 374 finished with value: 1158.28 and parameters: {'ema1_period': 21, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,377] Trial 375 finished with value: 1161.08 and parameters: {'ema1_period': 25, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,392] Trial 376 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,404] Trial 377 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,416] Trial 378 finished with value: 1080.18 and parameters: {'ema1_period': 25, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,428] Trial 379 finished with value: 830.18 and parameters: {'ema1_period': 9, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,442] Trial 380 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,460] Trial 381 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,471] Trial 382 finished with value: 1090.28 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,482] Trial 383 finished with value: 1148.48 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,496] Trial 384 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,507] Trial 385 finished with value: 1118.38 and parameters: {'ema1_period': 24, 'ema2_period': 10}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,519] Trial 386 finished with value: 1010.68 and parameters: {'ema1_period': 23, 'ema2_period': 44}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,532] Trial 387 finished with value: 1080.18 and parameters: {'ema1_period': 25, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,544] Trial 388 finished with value: 1006.88 and parameters: {'ema1_period': 24, 'ema2_period': 48}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,555] Trial 389 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,567] Trial 390 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,578] Trial 391 finished with value: 1168.28 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,589] Trial 392 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,600] Trial 393 finished with value: 941.28 and parameters: {'ema1_period': 24, 'ema2_period': 25}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,612] Trial 394 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,625] Trial 395 finished with value: 874.88 and parameters: {'ema1_period': 22, 'ema2_period': 33}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,637] Trial 396 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,649] Trial 397 finished with value: 1059.98 and parameters: {'ema1_period': 24, 'ema2_period': 15}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,660] Trial 398 finished with value: 1161.08 and parameters: {'ema1_period': 25, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,672] Trial 399 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,683] Trial 400 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,697] Trial 401 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,713] Trial 402 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,725] Trial 403 finished with value: 1161.08 and parameters: {'ema1_period': 25, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,737] Trial 404 finished with value: 1116.18 and parameters: {'ema1_period': 23, 'ema2_period': 10}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,749] Trial 405 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,763] Trial 406 finished with value: 1096.78 and parameters: {'ema1_period': 22, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,777] Trial 407 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,789] Trial 408 finished with value: 1069.98 and parameters: {'ema1_period': 23, 'ema2_period': 16}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,804] Trial 409 finished with value: 1006.38 and parameters: {'ema1_period': 19, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,822] Trial 410 finished with value: 1010.38 and parameters: {'ema1_period': 25, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,838] Trial 411 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,849] Trial 412 finished with value: 1168.28 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,860] Trial 413 finished with value: 1148.18 and parameters: {'ema1_period': 24, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,872] Trial 414 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,883] Trial 415 finished with value: 1038.88 and parameters: {'ema1_period': 23, 'ema2_period': 22}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,897] Trial 416 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,915] Trial 417 finished with value: 1090.28 and parameters: {'ema1_period': 23, 'ema2_period': 15}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,932] Trial 418 finished with value: 1010.38 and parameters: {'ema1_period': 25, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,944] Trial 419 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,955] Trial 420 finished with value: 1148.48 and parameters: {'ema1_period': 22, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,966] Trial 421 finished with value: 1116.18 and parameters: {'ema1_period': 23, 'ema2_period': 10}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,978] Trial 422 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:50,994] Trial 423 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:51,013] Trial 424 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:51,027] Trial 425 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:51,039] Trial 426 finished with value: 1160.28 and parameters: {'ema1_period': 25, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:51,051] Trial 427 finished with value: 1026.28 and parameters: {'ema1_period': 18, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:51,062] Trial 428 finished with value: 1070.08 and parameters: {'ema1_period': 22, 'ema2_period': 17}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:51,079] Trial 429 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:51,096] Trial 430 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:51,110] Trial 431 finished with value: 1059.98 and parameters: {'ema1_period': 24, 'ema2_period': 15}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:51,123] Trial 432 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:51,138] Trial 433 finished with value: 1129.28 and parameters: {'ema1_period': 24, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:51,151] Trial 434 finished with value: 1080.18 and parameters: {'ema1_period': 25, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:51,163] Trial 435 finished with value: 1168.28 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:51,179] Trial 436 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:51,195] Trial 437 finished with value: 1007.98 and parameters: {'ema1_period': 21, 'ema2_period': 10}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:51,208] Trial 438 finished with value: 1168.98 and parameters: {'ema1_period': 23, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:51,221] Trial 439 finished with value: 931.48 and parameters: {'ema1_period': 24, 'ema2_period': 38}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:51,233] Trial 440 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:51,244] Trial 441 finished with value: 1080.28 and parameters: {'ema1_period': 22, 'ema2_period': 15}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:51,256] Trial 442 finished with value: 1100.68 and parameters: {'ema1_period': 23, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:51,268] Trial 443 finished with value: 981.38 and parameters: {'ema1_period': 24, 'ema2_period': 27}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:51,282] Trial 444 finished with value: 1010.38 and parameters: {'ema1_period': 25, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:51,299] Trial 445 finished with value: 1158.38 and parameters: {'ema1_period': 23, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:51,312] Trial 446 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:51,324] Trial 447 finished with value: 1128.28 and parameters: {'ema1_period': 23, 'ema2_period': 11}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:51,336] Trial 448 finished with value: 1168.98 and parameters: {'ema1_period': 24, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:51,348] Trial 449 finished with value: 1010.38 and parameters: {'ema1_period': 25, 'ema2_period': 13}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:51,361] Trial 450 finished with value: 1090.28 and parameters: {'ema1_period': 24, 'ema2_period': 14}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:51,373] Trial 451 finished with value: 1168.28 and parameters: {'ema1_period': 22, 'ema2_period': 12}. Best is trial 25 with value: 1168.98.
[I 2024-06-15 07:40:51,385] Trial 452 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,397] Trial 453 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,409] Trial 454 finished with value: 1129.58 and parameters: {'ema1_period': 25, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,424] Trial 455 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,439] Trial 456 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,452] Trial 457 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,468] Trial 458 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,480] Trial 459 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,492] Trial 460 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,505] Trial 461 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,520] Trial 462 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,534] Trial 463 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,547] Trial 464 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,559] Trial 465 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,571] Trial 466 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,584] Trial 467 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,596] Trial 468 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,610] Trial 469 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,629] Trial 470 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,644] Trial 471 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,656] Trial 472 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,669] Trial 473 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,681] Trial 474 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,693] Trial 475 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,714] Trial 476 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,732] Trial 477 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,745] Trial 478 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,757] Trial 479 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,771] Trial 480 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,786] Trial 481 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,806] Trial 482 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,825] Trial 483 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,840] Trial 484 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,852] Trial 485 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,864] Trial 486 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,876] Trial 487 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,891] Trial 488 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,912] Trial 489 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,927] Trial 490 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,939] Trial 491 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,952] Trial 492 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,964] Trial 493 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:51,981] Trial 494 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,000] Trial 495 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,015] Trial 496 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,027] Trial 497 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,039] Trial 498 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,052] Trial 499 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,067] Trial 500 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,087] Trial 501 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,105] Trial 502 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,118] Trial 503 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,130] Trial 504 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,143] Trial 505 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,156] Trial 506 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,171] Trial 507 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,184] Trial 508 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,197] Trial 509 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,210] Trial 510 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,224] Trial 511 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,237] Trial 512 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,252] Trial 513 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,266] Trial 514 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,280] Trial 515 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,293] Trial 516 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,306] Trial 517 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,318] Trial 518 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,331] Trial 519 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,346] Trial 520 finished with value: 1039.58 and parameters: {'ema1_period': 16, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,360] Trial 521 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,373] Trial 522 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,386] Trial 523 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,403] Trial 524 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,416] Trial 525 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,430] Trial 526 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,444] Trial 527 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,462] Trial 528 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,476] Trial 529 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,490] Trial 530 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,503] Trial 531 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,521] Trial 532 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,538] Trial 533 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,555] Trial 534 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,568] Trial 535 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,581] Trial 536 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,594] Trial 537 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,608] Trial 538 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,624] Trial 539 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,638] Trial 540 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,651] Trial 541 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,664] Trial 542 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,677] Trial 543 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,690] Trial 544 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,705] Trial 545 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,727] Trial 546 finished with value: 1039.58 and parameters: {'ema1_period': 16, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,744] Trial 547 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,757] Trial 548 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,770] Trial 549 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,784] Trial 550 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,802] Trial 551 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,821] Trial 552 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,839] Trial 553 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,853] Trial 554 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,866] Trial 555 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,880] Trial 556 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,896] Trial 557 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,917] Trial 558 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,935] Trial 559 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,949] Trial 560 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,964] Trial 561 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,979] Trial 562 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:52,998] Trial 563 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,017] Trial 564 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,034] Trial 565 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,048] Trial 566 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,064] Trial 567 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,079] Trial 568 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,097] Trial 569 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,114] Trial 570 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,135] Trial 571 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,149] Trial 572 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,164] Trial 573 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,182] Trial 574 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,201] Trial 575 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,220] Trial 576 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,237] Trial 577 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,252] Trial 578 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,266] Trial 579 finished with value: 999.58 and parameters: {'ema1_period': 13, 'ema2_period': 31}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,282] Trial 580 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,304] Trial 581 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,322] Trial 582 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,336] Trial 583 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,350] Trial 584 finished with value: 913.48 and parameters: {'ema1_period': 16, 'ema2_period': 43}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,366] Trial 585 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,386] Trial 586 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,408] Trial 587 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,422] Trial 588 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,438] Trial 589 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,453] Trial 590 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,471] Trial 591 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,494] Trial 592 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,701] Trial 593 finished with value: 951.68 and parameters: {'ema1_period': 14, 'ema2_period': 50}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,717] Trial 594 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,731] Trial 595 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,753] Trial 596 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,771] Trial 597 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,784] Trial 598 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,797] Trial 599 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,810] Trial 600 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,828] Trial 601 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,848] Trial 602 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,863] Trial 603 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,880] Trial 604 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,894] Trial 605 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,908] Trial 606 finished with value: 971.28 and parameters: {'ema1_period': 15, 'ema2_period': 35}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,927] Trial 607 finished with value: 1039.58 and parameters: {'ema1_period': 16, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,950] Trial 608 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,964] Trial 609 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,977] Trial 610 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:53,990] Trial 611 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,004] Trial 612 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,027] Trial 613 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,045] Trial 614 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,058] Trial 615 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,071] Trial 616 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,084] Trial 617 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,104] Trial 618 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,130] Trial 619 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,147] Trial 620 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,162] Trial 621 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,178] Trial 622 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,194] Trial 623 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,218] Trial 624 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,235] Trial 625 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,249] Trial 626 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,263] Trial 627 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,276] Trial 628 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,296] Trial 629 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,318] Trial 630 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,332] Trial 631 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,346] Trial 632 finished with value: 970.58 and parameters: {'ema1_period': 15, 'ema2_period': 29}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,359] Trial 633 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,373] Trial 634 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,389] Trial 635 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,405] Trial 636 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,420] Trial 637 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,434] Trial 638 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,449] Trial 639 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,467] Trial 640 finished with value: 831.68 and parameters: {'ema1_period': 14, 'ema2_period': 20}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,483] Trial 641 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,499] Trial 642 finished with value: 1140.58 and parameters: {'ema1_period': 16, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,513] Trial 643 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,526] Trial 644 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,540] Trial 645 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,554] Trial 646 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,569] Trial 647 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,584] Trial 648 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,599] Trial 649 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,612] Trial 650 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,626] Trial 651 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,640] Trial 652 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,655] Trial 653 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,671] Trial 654 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,686] Trial 655 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,700] Trial 656 finished with value: 1150.28 and parameters: {'ema1_period': 13, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,716] Trial 657 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,731] Trial 658 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,748] Trial 659 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,764] Trial 660 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,780] Trial 661 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,801] Trial 662 finished with value: 931.88 and parameters: {'ema1_period': 15, 'ema2_period': 47}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,818] Trial 663 finished with value: 1150.28 and parameters: {'ema1_period': 13, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,839] Trial 664 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,862] Trial 665 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,878] Trial 666 finished with value: 959.98 and parameters: {'ema1_period': 15, 'ema2_period': 25}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,892] Trial 667 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,906] Trial 668 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,921] Trial 669 finished with value: 879.28 and parameters: {'ema1_period': 14, 'ema2_period': 23}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,940] Trial 670 finished with value: 813.68 and parameters: {'ema1_period': 15, 'ema2_period': 18}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,964] Trial 671 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,978] Trial 672 finished with value: 990.58 and parameters: {'ema1_period': 6, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:54,992] Trial 673 finished with value: 1150.28 and parameters: {'ema1_period': 13, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,008] Trial 674 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,023] Trial 675 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,046] Trial 676 finished with value: 1000.0 and parameters: {'ema1_period': 12, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,066] Trial 677 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,080] Trial 678 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,094] Trial 679 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,108] Trial 680 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,127] Trial 681 finished with value: 974.08 and parameters: {'ema1_period': 14, 'ema2_period': 41}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,148] Trial 682 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,163] Trial 683 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,177] Trial 684 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,192] Trial 685 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,206] Trial 686 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,227] Trial 687 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,247] Trial 688 finished with value: 1039.58 and parameters: {'ema1_period': 15, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,262] Trial 689 finished with value: 1140.58 and parameters: {'ema1_period': 16, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,280] Trial 690 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,296] Trial 691 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,317] Trial 692 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,338] Trial 693 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,352] Trial 694 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,367] Trial 695 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,381] Trial 696 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,400] Trial 697 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,423] Trial 698 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,438] Trial 699 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,452] Trial 700 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,467] Trial 701 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,486] Trial 702 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,511] Trial 703 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,529] Trial 704 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,546] Trial 705 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,566] Trial 706 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,589] Trial 707 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,606] Trial 708 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,624] Trial 709 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,638] Trial 710 finished with value: 1140.58 and parameters: {'ema1_period': 16, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,653] Trial 711 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,669] Trial 712 finished with value: 1150.28 and parameters: {'ema1_period': 13, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,694] Trial 713 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,710] Trial 714 finished with value: 984.28 and parameters: {'ema1_period': 15, 'ema2_period': 39}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,725] Trial 715 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,739] Trial 716 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,754] Trial 717 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,769] Trial 718 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,786] Trial 719 finished with value: 981.58 and parameters: {'ema1_period': 14, 'ema2_period': 33}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,803] Trial 720 finished with value: 1150.28 and parameters: {'ema1_period': 13, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,818] Trial 721 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,836] Trial 722 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,851] Trial 723 finished with value: 1019.28 and parameters: {'ema1_period': 14, 'ema2_period': 27}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,866] Trial 724 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,888] Trial 725 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,909] Trial 726 finished with value: 851.48 and parameters: {'ema1_period': 13, 'ema2_period': 22}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,924] Trial 727 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,939] Trial 728 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,953] Trial 729 finished with value: 971.08 and parameters: {'ema1_period': 15, 'ema2_period': 36}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,971] Trial 730 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:55,996] Trial 731 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,011] Trial 732 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,025] Trial 733 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,040] Trial 734 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,055] Trial 735 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,078] Trial 736 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,101] Trial 737 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,116] Trial 738 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,131] Trial 739 finished with value: 1150.28 and parameters: {'ema1_period': 13, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,146] Trial 740 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,163] Trial 741 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,189] Trial 742 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,205] Trial 743 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,222] Trial 744 finished with value: 1019.28 and parameters: {'ema1_period': 16, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,240] Trial 745 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,260] Trial 746 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,284] Trial 747 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,301] Trial 748 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,316] Trial 749 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,331] Trial 750 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,348] Trial 751 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,375] Trial 752 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,393] Trial 753 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,408] Trial 754 finished with value: 813.68 and parameters: {'ema1_period': 15, 'ema2_period': 18}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,423] Trial 755 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,438] Trial 756 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,463] Trial 757 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,482] Trial 758 finished with value: 1039.58 and parameters: {'ema1_period': 15, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,497] Trial 759 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,512] Trial 760 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,527] Trial 761 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,549] Trial 762 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,571] Trial 763 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,586] Trial 764 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,601] Trial 765 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,616] Trial 766 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,636] Trial 767 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,659] Trial 768 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,678] Trial 769 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,693] Trial 770 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,708] Trial 771 finished with value: 1150.28 and parameters: {'ema1_period': 13, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,723] Trial 772 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,745] Trial 773 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,769] Trial 774 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,784] Trial 775 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,799] Trial 776 finished with value: 1039.58 and parameters: {'ema1_period': 16, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,815] Trial 777 finished with value: 1019.18 and parameters: {'ema1_period': 12, 'ema2_period': 31}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,834] Trial 778 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,860] Trial 779 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,875] Trial 780 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,892] Trial 781 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,913] Trial 782 finished with value: 1150.28 and parameters: {'ema1_period': 13, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,937] Trial 783 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,961] Trial 784 finished with value: 961.38 and parameters: {'ema1_period': 14, 'ema2_period': 47}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,977] Trial 785 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:56,994] Trial 786 finished with value: 1150.28 and parameters: {'ema1_period': 13, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,010] Trial 787 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,036] Trial 788 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,062] Trial 789 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,079] Trial 790 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,096] Trial 791 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,112] Trial 792 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,135] Trial 793 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,158] Trial 794 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,175] Trial 795 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,191] Trial 796 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,213] Trial 797 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,236] Trial 798 finished with value: 1150.28 and parameters: {'ema1_period': 13, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,253] Trial 799 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,269] Trial 800 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,285] Trial 801 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,303] Trial 802 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,328] Trial 803 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,346] Trial 804 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,362] Trial 805 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,378] Trial 806 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,394] Trial 807 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,417] Trial 808 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,439] Trial 809 finished with value: 1000.0 and parameters: {'ema1_period': 11, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,457] Trial 810 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,473] Trial 811 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,489] Trial 812 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,505] Trial 813 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,521] Trial 814 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,548] Trial 815 finished with value: 1039.58 and parameters: {'ema1_period': 15, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,566] Trial 816 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,582] Trial 817 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,598] Trial 818 finished with value: 950.28 and parameters: {'ema1_period': 14, 'ema2_period': 30}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,622] Trial 819 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,643] Trial 820 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,661] Trial 821 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,677] Trial 822 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,693] Trial 823 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,712] Trial 824 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,737] Trial 825 finished with value: 1150.28 and parameters: {'ema1_period': 13, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,756] Trial 826 finished with value: 1140.58 and parameters: {'ema1_period': 16, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,772] Trial 827 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,789] Trial 828 finished with value: 973.88 and parameters: {'ema1_period': 14, 'ema2_period': 42}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,805] Trial 829 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,826] Trial 830 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,856] Trial 831 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,874] Trial 832 finished with value: 1039.58 and parameters: {'ema1_period': 15, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,892] Trial 833 finished with value: 901.88 and parameters: {'ema1_period': 9, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,910] Trial 834 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,934] Trial 835 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,960] Trial 836 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,978] Trial 837 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:57,996] Trial 838 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,012] Trial 839 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,038] Trial 840 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,061] Trial 841 finished with value: 1039.58 and parameters: {'ema1_period': 15, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,078] Trial 842 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,095] Trial 843 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,112] Trial 844 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,139] Trial 845 finished with value: 851.38 and parameters: {'ema1_period': 14, 'ema2_period': 21}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,161] Trial 846 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,178] Trial 847 finished with value: 1039.58 and parameters: {'ema1_period': 16, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,195] Trial 848 finished with value: 1150.28 and parameters: {'ema1_period': 13, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,211] Trial 849 finished with value: 961.48 and parameters: {'ema1_period': 14, 'ema2_period': 34}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,237] Trial 850 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,255] Trial 851 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,273] Trial 852 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,290] Trial 853 finished with value: 990.58 and parameters: {'ema1_period': 6, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,307] Trial 854 finished with value: 1000.0 and parameters: {'ema1_period': 12, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,325] Trial 855 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,343] Trial 856 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,362] Trial 857 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,379] Trial 858 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,396] Trial 859 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,414] Trial 860 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,433] Trial 861 finished with value: 863.38 and parameters: {'ema1_period': 13, 'ema2_period': 19}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,450] Trial 862 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,469] Trial 863 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,489] Trial 864 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,509] Trial 865 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,527] Trial 866 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,545] Trial 867 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,572] Trial 868 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,595] Trial 869 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,613] Trial 870 finished with value: 1150.28 and parameters: {'ema1_period': 13, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,644] Trial 871 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,665] Trial 872 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,683] Trial 873 finished with value: 930.88 and parameters: {'ema1_period': 14, 'ema2_period': 38}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,700] Trial 874 finished with value: 1000.18 and parameters: {'ema1_period': 13, 'ema2_period': 28}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,724] Trial 875 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,747] Trial 876 finished with value: 960.08 and parameters: {'ema1_period': 14, 'ema2_period': 26}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,764] Trial 877 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,781] Trial 878 finished with value: 920.48 and parameters: {'ema1_period': 7, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,802] Trial 879 finished with value: 1150.28 and parameters: {'ema1_period': 13, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,827] Trial 880 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,844] Trial 881 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,862] Trial 882 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,878] Trial 883 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,902] Trial 884 finished with value: 966.68 and parameters: {'ema1_period': 14, 'ema2_period': 45}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,922] Trial 885 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,940] Trial 886 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,957] Trial 887 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:58,977] Trial 888 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,004] Trial 889 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,022] Trial 890 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,040] Trial 891 finished with value: 1139.08 and parameters: {'ema1_period': 12, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,058] Trial 892 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,086] Trial 893 finished with value: 1039.58 and parameters: {'ema1_period': 16, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,106] Trial 894 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,125] Trial 895 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,144] Trial 896 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,173] Trial 897 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,192] Trial 898 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,210] Trial 899 finished with value: 919.98 and parameters: {'ema1_period': 15, 'ema2_period': 24}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,227] Trial 900 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,252] Trial 901 finished with value: 1150.28 and parameters: {'ema1_period': 13, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,276] Trial 902 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,293] Trial 903 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,311] Trial 904 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,329] Trial 905 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,358] Trial 906 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,375] Trial 907 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,392] Trial 908 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,410] Trial 909 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,427] Trial 910 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,446] Trial 911 finished with value: 1039.58 and parameters: {'ema1_period': 15, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,465] Trial 912 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,482] Trial 913 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,500] Trial 914 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,518] Trial 915 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,546] Trial 916 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,565] Trial 917 finished with value: 802.38 and parameters: {'ema1_period': 10, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,591] Trial 918 finished with value: 1150.28 and parameters: {'ema1_period': 13, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,616] Trial 919 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,639] Trial 920 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,658] Trial 921 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,676] Trial 922 finished with value: 1150.28 and parameters: {'ema1_period': 13, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,702] Trial 923 finished with value: 1039.58 and parameters: {'ema1_period': 16, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,727] Trial 924 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,752] Trial 925 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,771] Trial 926 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,789] Trial 927 finished with value: 1039.58 and parameters: {'ema1_period': 15, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,817] Trial 928 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,843] Trial 929 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,865] Trial 930 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,884] Trial 931 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,904] Trial 932 finished with value: 1150.28 and parameters: {'ema1_period': 13, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,932] Trial 933 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,956] Trial 934 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:40:59,983] Trial 935 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,002] Trial 936 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,021] Trial 937 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,038] Trial 938 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,058] Trial 939 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,086] Trial 940 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,108] Trial 941 finished with value: 1039.58 and parameters: {'ema1_period': 15, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,126] Trial 942 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,143] Trial 943 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,161] Trial 944 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,180] Trial 945 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,199] Trial 946 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,217] Trial 947 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,234] Trial 948 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,252] Trial 949 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,272] Trial 950 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,306] Trial 951 finished with value: 962.18 and parameters: {'ema1_period': 15, 'ema2_period': 50}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,331] Trial 952 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,350] Trial 953 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,370] Trial 954 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,388] Trial 955 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,405] Trial 956 finished with value: 1080.48 and parameters: {'ema1_period': 15, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,422] Trial 957 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,441] Trial 958 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,460] Trial 959 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,477] Trial 960 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,495] Trial 961 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,513] Trial 962 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,532] Trial 963 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,552] Trial 964 finished with value: 1017.68 and parameters: {'ema1_period': 20, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,573] Trial 965 finished with value: 1039.58 and parameters: {'ema1_period': 15, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,591] Trial 966 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,610] Trial 967 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,634] Trial 968 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,652] Trial 969 finished with value: 1019.28 and parameters: {'ema1_period': 16, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,669] Trial 970 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,692] Trial 971 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,718] Trial 972 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,736] Trial 973 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,753] Trial 974 finished with value: 920.88 and parameters: {'ema1_period': 13, 'ema2_period': 40}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,774] Trial 975 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,797] Trial 976 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,816] Trial 977 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,834] Trial 978 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,852] Trial 979 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,873] Trial 980 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,892] Trial 981 finished with value: 1039.58 and parameters: {'ema1_period': 15, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,910] Trial 982 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,928] Trial 983 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,948] Trial 984 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,968] Trial 985 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:00,989] Trial 986 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:01,012] Trial 987 finished with value: 1163.58 and parameters: {'ema1_period': 13, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:01,035] Trial 988 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:01,065] Trial 989 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:01,084] Trial 990 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:01,102] Trial 991 finished with value: 1170.48 and parameters: {'ema1_period': 14, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:01,126] Trial 992 finished with value: 930.98 and parameters: {'ema1_period': 14, 'ema2_period': 37}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:01,152] Trial 993 finished with value: 1150.28 and parameters: {'ema1_period': 13, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:01,169] Trial 994 finished with value: 1120.48 and parameters: {'ema1_period': 15, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:01,187] Trial 995 finished with value: 1183.88 and parameters: {'ema1_period': 14, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:01,210] Trial 996 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:01,235] Trial 997 finished with value: 1060.38 and parameters: {'ema1_period': 14, 'ema2_period': 12}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:01,253] Trial 998 finished with value: 1153.88 and parameters: {'ema1_period': 12, 'ema2_period': 11}. Best is trial 452 with value: 1183.88.
[I 2024-06-15 07:41:01,273] Trial 999 finished with value: 1153.78 and parameters: {'ema1_period': 13, 'ema2_period': 10}. Best is trial 452 with value: 1183.88.

In [3]:

study.best_params

study.best_params

Out[3]:

{'ema1_period': 14, 'ema2_period': 10}

Plot¶

In [4]:

lt.plotter.heatmap(x="ema1_period", y="ema2_period", z="equity")

lt.plotter.heatmap(x="ema1_period", y="ema2_period", z="equity")

In [5]:

lt.plotter.contour(x="ema1_period", y="ema2_period", z="equity")

lt.plotter.contour(x="ema1_period", y="ema2_period", z="equity")

Plot by Optuna¶

API

In [6]:

fig = optuna.visualization.plot_optimization_history(study)
fig.show()

fig = optuna.visualization.plot_optimization_history(study) fig.show()

In [7]:

fig = optuna.visualization.plot_contour(study, params=["ema1_period", "ema2_period"])
fig.show()

fig = optuna.visualization.plot_contour(study, params=["ema1_period", "ema2_period"]) fig.show()

Plot plotly¶

Tutorial

Init Plotly environment¶

In [8]:

import plotly.io as pio

pio.renderers.default = "notebook"
pio.templates.default = "plotly_dark"

import plotly.io as pio pio.renderers.default = "notebook" pio.templates.default = "plotly_dark"

In [9]:

study.trials

study.trials

Out[9]:

[FrozenTrial(number=0, state=1, values=[852.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 46, 867560), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 46, 872865), params={'ema1_period': 5, 'ema2_period': 24}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=0, value=None),
 FrozenTrial(number=1, state=1, values=[1000.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 46, 873891), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 46, 875322), params={'ema1_period': 19, 'ema2_period': 25}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=1, value=None),
 FrozenTrial(number=2, state=1, values=[899.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 46, 876010), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 46, 877258), params={'ema1_period': 16, 'ema2_period': 21}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=2, value=None),
 FrozenTrial(number=3, state=1, values=[1021.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 46, 878366), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 46, 879495), params={'ema1_period': 12, 'ema2_period': 50}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=3, value=None),
 FrozenTrial(number=4, state=1, values=[1148.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 46, 880265), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 46, 881677), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=4, value=None),
 FrozenTrial(number=5, state=1, values=[1118.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 46, 883318), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 46, 885138), params={'ema1_period': 17, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=5, value=None),
 FrozenTrial(number=6, state=1, values=[830.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 46, 885946), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 46, 887277), params={'ema1_period': 8, 'ema2_period': 41}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=6, value=None),
 FrozenTrial(number=7, state=1, values=[943.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 46, 887978), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 46, 889981), params={'ema1_period': 14, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=7, value=None),
 FrozenTrial(number=8, state=1, values=[970.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 46, 890748), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 46, 891713), params={'ema1_period': 11, 'ema2_period': 39}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=8, value=None),
 FrozenTrial(number=9, state=1, values=[893.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 46, 892185), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 46, 893396), params={'ema1_period': 9, 'ema2_period': 24}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=9, value=None),
 FrozenTrial(number=10, state=1, values=[1160.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 46, 893823), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 46, 905239), params={'ema1_period': 25, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=10, value=None),
 FrozenTrial(number=11, state=1, values=[1160.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 46, 906283), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 46, 914787), params={'ema1_period': 25, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=11, value=None),
 FrozenTrial(number=12, state=1, values=[1160.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 46, 915666), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 46, 921917), params={'ema1_period': 25, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=12, value=None),
 FrozenTrial(number=13, state=1, values=[904.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 46, 922615), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 46, 928708), params={'ema1_period': 25, 'ema2_period': 32}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=13, value=None),
 FrozenTrial(number=14, state=1, values=[1070.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 46, 929625), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 46, 935329), params={'ema1_period': 21, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=14, value=None),
 FrozenTrial(number=15, state=1, values=[1036.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 46, 935963), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 46, 941316), params={'ema1_period': 22, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=15, value=None),
 FrozenTrial(number=16, state=1, values=[884.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 46, 942055), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 46, 947393), params={'ema1_period': 25, 'ema2_period': 31}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=16, value=None),
 FrozenTrial(number=17, state=1, values=[1007.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 46, 947869), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 46, 953044), params={'ema1_period': 19, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=17, value=None),
 FrozenTrial(number=18, state=1, values=[980.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 46, 953511), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 46, 958680), params={'ema1_period': 23, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=18, value=None),
 FrozenTrial(number=19, state=1, values=[901.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 46, 959001), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 46, 964391), params={'ema1_period': 19, 'ema2_period': 28}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=19, value=None),
 FrozenTrial(number=20, state=1, values=[947.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 46, 964867), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 46, 969990), params={'ema1_period': 23, 'ema2_period': 37}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=20, value=None),
 FrozenTrial(number=21, state=1, values=[1010.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 46, 970544), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 46, 976371), params={'ema1_period': 25, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=21, value=None),
 FrozenTrial(number=22, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 46, 977005), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 46, 983132), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=22, value=None),
 FrozenTrial(number=23, state=1, values=[980.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 46, 983727), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 46, 989675), params={'ema1_period': 21, 'ema2_period': 20}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=23, value=None),
 FrozenTrial(number=24, state=1, values=[1148.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 46, 990298), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 46, 996494), params={'ema1_period': 20, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=24, value=None),
 FrozenTrial(number=25, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 46, 997042), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 3320), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=25, value=None),
 FrozenTrial(number=26, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 3873), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 9500), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=26, value=None),
 FrozenTrial(number=27, state=1, values=[909.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 9983), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 15667), params={'ema1_period': 17, 'ema2_period': 21}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=27, value=None),
 FrozenTrial(number=28, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 16211), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 21934), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=28, value=None),
 FrozenTrial(number=29, state=1, values=[1019.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 22527), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 28126), params={'ema1_period': 14, 'ema2_period': 27}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=29, value=None),
 FrozenTrial(number=30, state=1, values=[859.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 28684), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 34311), params={'ema1_period': 6, 'ema2_period': 22}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=30, value=None),
 FrozenTrial(number=31, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 34776), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 40332), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=31, value=None),
 FrozenTrial(number=32, state=1, values=[1070.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 40942), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 46653), params={'ema1_period': 21, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=32, value=None),
 FrozenTrial(number=33, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 47191), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 52746), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=33, value=None),
 FrozenTrial(number=34, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 53231), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 58906), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=34, value=None),
 FrozenTrial(number=35, state=1, values=[1036.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 59261), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 65266), params={'ema1_period': 22, 'ema2_period': 48}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=35, value=None),
 FrozenTrial(number=36, state=1, values=[1168.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 65692), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 72491), params={'ema1_period': 19, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=36, value=None),
 FrozenTrial(number=37, state=1, values=[989.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 73045), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 79259), params={'ema1_period': 17, 'ema2_period': 24}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=37, value=None),
 FrozenTrial(number=38, state=1, values=[1168.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 79795), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 86220), params={'ema1_period': 18, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=38, value=None),
 FrozenTrial(number=39, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 86714), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 92999), params={'ema1_period': 20, 'ema2_period': 20}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=39, value=None),
 FrozenTrial(number=40, state=1, values=[1126.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 93574), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 99755), params={'ema1_period': 20, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=40, value=None),
 FrozenTrial(number=41, state=1, values=[1168.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 100259), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 106228), params={'ema1_period': 18, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=41, value=None),
 FrozenTrial(number=42, state=1, values=[863.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 106897), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 112773), params={'ema1_period': 15, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=42, value=None),
 FrozenTrial(number=43, state=1, values=[1026.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 113296), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 119436), params={'ema1_period': 18, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=43, value=None),
 FrozenTrial(number=44, state=1, values=[811.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 120003), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 125935), params={'ema1_period': 15, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=44, value=None),
 FrozenTrial(number=45, state=1, values=[990.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 126531), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 132611), params={'ema1_period': 13, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=45, value=None),
 FrozenTrial(number=46, state=1, values=[941.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 133129), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 139141), params={'ema1_period': 22, 'ema2_period': 23}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=46, value=None),
 FrozenTrial(number=47, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 139624), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 145756), params={'ema1_period': 16, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=47, value=None),
 FrozenTrial(number=48, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 146425), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 152536), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=48, value=None),
 FrozenTrial(number=49, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 153096), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 159452), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=49, value=None),
 FrozenTrial(number=50, state=1, values=[1118.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 160012), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 166210), params={'ema1_period': 24, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=50, value=None),
 FrozenTrial(number=51, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 166679), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 173214), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=51, value=None),
 FrozenTrial(number=52, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 173802), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 179916), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=52, value=None),
 FrozenTrial(number=53, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 180494), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 186839), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=53, value=None),
 FrozenTrial(number=54, state=1, values=[1010.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 187449), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 193725), params={'ema1_period': 24, 'ema2_period': 35}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=54, value=None),
 FrozenTrial(number=55, state=1, values=[1036.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 194249), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 201476), params={'ema1_period': 22, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=55, value=None),
 FrozenTrial(number=56, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 202288), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 208776), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=56, value=None),
 FrozenTrial(number=57, state=1, values=[1080.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 209304), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 215527), params={'ema1_period': 25, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=57, value=None),
 FrozenTrial(number=58, state=1, values=[1097.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 216049), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 222413), params={'ema1_period': 21, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=58, value=None),
 FrozenTrial(number=59, state=1, values=[1008.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 223000), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 229629), params={'ema1_period': 23, 'ema2_period': 45}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=59, value=None),
 FrozenTrial(number=60, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 230143), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 236249), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=60, value=None),
 FrozenTrial(number=61, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 236836), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 243152), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=61, value=None),
 FrozenTrial(number=62, state=1, values=[1161.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 243769), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 250610), params={'ema1_period': 25, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=62, value=None),
 FrozenTrial(number=63, state=1, values=[1036.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 251207), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 257703), params={'ema1_period': 22, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=63, value=None),
 FrozenTrial(number=64, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 258239), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 264919), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=64, value=None),
 FrozenTrial(number=65, state=1, values=[949.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 265408), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 271924), params={'ema1_period': 24, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=65, value=None),
 FrozenTrial(number=66, state=1, values=[1161.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 272436), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 278592), params={'ema1_period': 25, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=66, value=None),
 FrozenTrial(number=67, state=1, values=[1090.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 279217), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 285292), params={'ema1_period': 21, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=67, value=None),
 FrozenTrial(number=68, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 285766), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 292589), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=68, value=None),
 FrozenTrial(number=69, state=1, values=[1059.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 293270), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 299721), params={'ema1_period': 24, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=69, value=None),
 FrozenTrial(number=70, state=1, values=[951.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 300283), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 306476), params={'ema1_period': 22, 'ema2_period': 26}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=70, value=None),
 FrozenTrial(number=71, state=1, values=[1161.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 307075), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 313270), params={'ema1_period': 25, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=71, value=None),
 FrozenTrial(number=72, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 313983), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 320476), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=72, value=None),
 FrozenTrial(number=73, state=1, values=[1116.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 320969), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 327214), params={'ema1_period': 23, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=73, value=None),
 FrozenTrial(number=74, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 327686), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 333971), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=74, value=None),
 FrozenTrial(number=75, state=1, values=[1160.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 334484), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 341188), params={'ema1_period': 25, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=75, value=None),
 FrozenTrial(number=76, state=1, values=[1020.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 341686), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 348263), params={'ema1_period': 23, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=76, value=None),
 FrozenTrial(number=77, state=1, values=[1148.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 349020), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 355609), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=77, value=None),
 FrozenTrial(number=78, state=1, values=[940.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 356162), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 362630), params={'ema1_period': 5, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=78, value=None),
 FrozenTrial(number=79, state=1, values=[1097.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 363235), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 369354), params={'ema1_period': 21, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=79, value=None),
 FrozenTrial(number=80, state=1, values=[959.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 369895), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 376088), params={'ema1_period': 24, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=80, value=None),
 FrozenTrial(number=81, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 376598), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 383056), params={'ema1_period': 20, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=81, value=None),
 FrozenTrial(number=82, state=1, values=[1160.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 383520), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 389782), params={'ema1_period': 25, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=82, value=None),
 FrozenTrial(number=83, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 390303), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 396611), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=83, value=None),
 FrozenTrial(number=84, state=1, values=[874.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 396983), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 403516), params={'ema1_period': 22, 'ema2_period': 33}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=84, value=None),
 FrozenTrial(number=85, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 403962), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 410230), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=85, value=None),
 FrozenTrial(number=86, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 410668), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 416928), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=86, value=None),
 FrozenTrial(number=87, state=1, values=[991.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 417438), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 423716), params={'ema1_period': 25, 'ema2_period': 42}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=87, value=None),
 FrozenTrial(number=88, state=1, values=[1116.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 424254), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 431192), params={'ema1_period': 23, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=88, value=None),
 FrozenTrial(number=89, state=1, values=[1059.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 431688), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 438567), params={'ema1_period': 24, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=89, value=None),
 FrozenTrial(number=90, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 439078), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 446156), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=90, value=None),
 FrozenTrial(number=91, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 446691), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 453485), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=91, value=None),
 FrozenTrial(number=92, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 453864), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 460798), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=92, value=None),
 FrozenTrial(number=93, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 461327), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 467921), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=93, value=None),
 FrozenTrial(number=94, state=1, values=[1168.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 468423), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 475006), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=94, value=None),
 FrozenTrial(number=95, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 475497), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 482005), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=95, value=None),
 FrozenTrial(number=96, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 482552), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 488800), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=96, value=None),
 FrozenTrial(number=97, state=1, values=[960.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 489394), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 495848), params={'ema1_period': 25, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=97, value=None),
 FrozenTrial(number=98, state=1, values=[932.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 496320), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 502886), params={'ema1_period': 22, 'ema2_period': 30}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=98, value=None),
 FrozenTrial(number=99, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 503379), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 509901), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=99, value=None),
 FrozenTrial(number=100, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 510377), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 516881), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=100, value=None),
 FrozenTrial(number=101, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 517481), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 524738), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=101, value=None),
 FrozenTrial(number=102, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 525374), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 532168), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=102, value=None),
 FrozenTrial(number=103, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 532664), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 539837), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=103, value=None),
 FrozenTrial(number=104, state=1, values=[990.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 540338), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 547307), params={'ema1_period': 25, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=104, value=None),
 FrozenTrial(number=105, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 547801), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 554524), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=105, value=None),
 FrozenTrial(number=106, state=1, values=[810.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 555018), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 561699), params={'ema1_period': 8, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=106, value=None),
 FrozenTrial(number=107, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 563001), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 569772), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=107, value=None),
 FrozenTrial(number=108, state=1, values=[1158.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 570281), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 576949), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=108, value=None),
 FrozenTrial(number=109, state=1, values=[1080.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 577412), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 584195), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=109, value=None),
 FrozenTrial(number=110, state=1, values=[1116.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 584657), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 591342), params={'ema1_period': 23, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=110, value=None),
 FrozenTrial(number=111, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 591907), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 600182), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=111, value=None),
 FrozenTrial(number=112, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 600980), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 608643), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=112, value=None),
 FrozenTrial(number=113, state=1, values=[1010.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 609428), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 617888), params={'ema1_period': 25, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=113, value=None),
 FrozenTrial(number=114, state=1, values=[1069.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 618622), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 626852), params={'ema1_period': 23, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=114, value=None),
 FrozenTrial(number=115, state=1, values=[1160.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 627559), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 635736), params={'ema1_period': 25, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=115, value=None),
 FrozenTrial(number=116, state=1, values=[1059.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 636432), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 644076), params={'ema1_period': 24, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=116, value=None),
 FrozenTrial(number=117, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 644819), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 652216), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=117, value=None),
 FrozenTrial(number=118, state=1, values=[1148.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 652763), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 659887), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=118, value=None),
 FrozenTrial(number=119, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 660441), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 667319), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=119, value=None),
 FrozenTrial(number=120, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 667868), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 674652), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=120, value=None),
 FrozenTrial(number=121, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 675183), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 682079), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=121, value=None),
 FrozenTrial(number=122, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 757114), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 764956), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=122, value=None),
 FrozenTrial(number=123, state=1, values=[1118.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 765594), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 772632), params={'ema1_period': 24, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=123, value=None),
 FrozenTrial(number=124, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 773180), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 780123), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=124, value=None),
 FrozenTrial(number=125, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 780606), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 787905), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=125, value=None),
 FrozenTrial(number=126, state=1, values=[1020.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 788539), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 796031), params={'ema1_period': 23, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=126, value=None),
 FrozenTrial(number=127, state=1, values=[1160.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 796621), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 804289), params={'ema1_period': 25, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=127, value=None),
 FrozenTrial(number=128, state=1, values=[1158.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 804891), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 812235), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=128, value=None),
 FrozenTrial(number=129, state=1, values=[1161.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 812838), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 820225), params={'ema1_period': 25, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=129, value=None),
 FrozenTrial(number=130, state=1, values=[1168.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 820791), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 827994), params={'ema1_period': 21, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=130, value=None),
 FrozenTrial(number=131, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 828495), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 835558), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=131, value=None),
 FrozenTrial(number=132, state=1, values=[1000.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 836100), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 843089), params={'ema1_period': 24, 'ema2_period': 50}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=132, value=None),
 FrozenTrial(number=133, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 843570), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 850696), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=133, value=None),
 FrozenTrial(number=134, state=1, values=[1116.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 851309), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 858296), params={'ema1_period': 23, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=134, value=None),
 FrozenTrial(number=135, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 858771), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 865920), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=135, value=None),
 FrozenTrial(number=136, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 866532), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 874551), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=136, value=None),
 FrozenTrial(number=137, state=1, values=[931.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 875217), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 882999), params={'ema1_period': 24, 'ema2_period': 38}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=137, value=None),
 FrozenTrial(number=138, state=1, values=[1010.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 883597), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 891232), params={'ema1_period': 25, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=138, value=None),
 FrozenTrial(number=139, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 891729), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 899313), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=139, value=None),
 FrozenTrial(number=140, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 899902), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 906916), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=140, value=None),
 FrozenTrial(number=141, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 907437), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 914628), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=141, value=None),
 FrozenTrial(number=142, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 915105), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 922330), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=142, value=None),
 FrozenTrial(number=143, state=1, values=[990.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 922778), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 930052), params={'ema1_period': 25, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=143, value=None),
 FrozenTrial(number=144, state=1, values=[1118.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 930553), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 937744), params={'ema1_period': 24, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=144, value=None),
 FrozenTrial(number=145, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 938108), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 945786), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=145, value=None),
 FrozenTrial(number=146, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 946119), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 953418), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=146, value=None),
 FrozenTrial(number=147, state=1, values=[923.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 953844), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 961865), params={'ema1_period': 25, 'ema2_period': 28}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=147, value=None),
 FrozenTrial(number=148, state=1, values=[1059.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 962456), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 970876), params={'ema1_period': 24, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=148, value=None),
 FrozenTrial(number=149, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 971482), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 979978), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=149, value=None),
 FrozenTrial(number=150, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 980753), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 989069), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=150, value=None),
 FrozenTrial(number=151, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 989609), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 47, 997422), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=151, value=None),
 FrozenTrial(number=152, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 47, 998065), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 5846), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=152, value=None),
 FrozenTrial(number=153, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 6455), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 14077), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=153, value=None),
 FrozenTrial(number=154, state=1, values=[1158.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 14567), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 21950), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=154, value=None),
 FrozenTrial(number=155, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 22470), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 29921), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=155, value=None),
 FrozenTrial(number=156, state=1, values=[1118.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 30386), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 37849), params={'ema1_period': 24, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=156, value=None),
 FrozenTrial(number=157, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 38324), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 46318), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=157, value=None),
 FrozenTrial(number=158, state=1, values=[1161.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 46993), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 55261), params={'ema1_period': 25, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=158, value=None),
 FrozenTrial(number=159, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 55898), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 64199), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=159, value=None),
 FrozenTrial(number=160, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 64734), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 72507), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=160, value=None),
 FrozenTrial(number=161, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 72975), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 80741), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=161, value=None),
 FrozenTrial(number=162, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 81269), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 88839), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=162, value=None),
 FrozenTrial(number=163, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 89385), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 96951), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=163, value=None),
 FrozenTrial(number=164, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 97472), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 105038), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=164, value=None),
 FrozenTrial(number=165, state=1, values=[1010.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 105632), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 113180), params={'ema1_period': 25, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=165, value=None),
 FrozenTrial(number=166, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 113700), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 121288), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=166, value=None),
 FrozenTrial(number=167, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 121749), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 129462), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=167, value=None),
 FrozenTrial(number=168, state=1, values=[1116.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 130013), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 138412), params={'ema1_period': 23, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=168, value=None),
 FrozenTrial(number=169, state=1, values=[1160.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 138869), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 146869), params={'ema1_period': 25, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=169, value=None),
 FrozenTrial(number=170, state=1, values=[1069.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 147487), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 155452), params={'ema1_period': 23, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=170, value=None),
 FrozenTrial(number=171, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 156034), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 164120), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=171, value=None),
 FrozenTrial(number=172, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 164672), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 172239), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=172, value=None),
 FrozenTrial(number=173, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 172703), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 180330), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=173, value=None),
 FrozenTrial(number=174, state=1, values=[998.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 180782), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 188369), params={'ema1_period': 24, 'ema2_period': 41}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=174, value=None),
 FrozenTrial(number=175, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 188869), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 196448), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=175, value=None),
 FrozenTrial(number=176, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 196979), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 204507), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=176, value=None),
 FrozenTrial(number=177, state=1, values=[990.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 205006), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 212778), params={'ema1_period': 25, 'ema2_period': 48}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=177, value=None),
 FrozenTrial(number=178, state=1, values=[1059.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 213246), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 221356), params={'ema1_period': 24, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=178, value=None),
 FrozenTrial(number=179, state=1, values=[1039.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 221976), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 230119), params={'ema1_period': 16, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=179, value=None),
 FrozenTrial(number=180, state=1, values=[1158.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 230920), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 239251), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=180, value=None),
 FrozenTrial(number=181, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 239826), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 248047), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=181, value=None),
 FrozenTrial(number=182, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 248593), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 256318), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=182, value=None),
 FrozenTrial(number=183, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 256777), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 264524), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=183, value=None),
 FrozenTrial(number=184, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 265024), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 272837), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=184, value=None),
 FrozenTrial(number=185, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 273328), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 282454), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=185, value=None),
 FrozenTrial(number=186, state=1, values=[832.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 283138), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 291682), params={'ema1_period': 8, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=186, value=None),
 FrozenTrial(number=187, state=1, values=[1148.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 292350), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 300955), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=187, value=None),
 FrozenTrial(number=188, state=1, values=[1116.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 301599), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 312413), params={'ema1_period': 23, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=188, value=None),
 FrozenTrial(number=189, state=1, values=[1010.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 313214), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 322342), params={'ema1_period': 24, 'ema2_period': 35}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=189, value=None),
 FrozenTrial(number=190, state=1, values=[1020.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 322960), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 332464), params={'ema1_period': 25, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=190, value=None),
 FrozenTrial(number=191, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 333088), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 341718), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=191, value=None),
 FrozenTrial(number=192, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 342305), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 350478), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=192, value=None),
 FrozenTrial(number=193, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 351043), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 359062), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=193, value=None),
 FrozenTrial(number=194, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 359606), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 367503), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=194, value=None),
 FrozenTrial(number=195, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 367907), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 376167), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=195, value=None),
 FrozenTrial(number=196, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 376672), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 384798), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=196, value=None),
 FrozenTrial(number=197, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 385335), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 393338), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=197, value=None),
 FrozenTrial(number=198, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 393854), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 402122), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=198, value=None),
 FrozenTrial(number=199, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 402652), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 411347), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=199, value=None),
 FrozenTrial(number=200, state=1, values=[1148.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 411905), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 420474), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=200, value=None),
 FrozenTrial(number=201, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 421063), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 429471), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=201, value=None),
 FrozenTrial(number=202, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 430051), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 438363), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=202, value=None),
 FrozenTrial(number=203, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 438881), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 446846), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=203, value=None),
 FrozenTrial(number=204, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 447365), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 455288), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=204, value=None),
 FrozenTrial(number=205, state=1, values=[1096.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 455794), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 463888), params={'ema1_period': 22, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=205, value=None),
 FrozenTrial(number=206, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 464386), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 472380), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=206, value=None),
 FrozenTrial(number=207, state=1, values=[1161.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 472893), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 480949), params={'ema1_period': 25, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=207, value=None),
 FrozenTrial(number=208, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 481327), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 489855), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=208, value=None),
 FrozenTrial(number=209, state=1, values=[1059.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 490467), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 499388), params={'ema1_period': 24, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=209, value=None),
 FrozenTrial(number=210, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 500128), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 513033), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=210, value=None),
 FrozenTrial(number=211, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 513794), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 525275), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=211, value=None),
 FrozenTrial(number=212, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 526147), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 534922), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=212, value=None),
 FrozenTrial(number=213, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 535517), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 544049), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=213, value=None),
 FrozenTrial(number=214, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 544611), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 552945), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=214, value=None),
 FrozenTrial(number=215, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 553461), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 561620), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=215, value=None),
 FrozenTrial(number=216, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 562182), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 570337), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=216, value=None),
 FrozenTrial(number=217, state=1, values=[851.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 570746), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 583741), params={'ema1_period': 23, 'ema2_period': 24}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=217, value=None),
 FrozenTrial(number=218, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 584359), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 597586), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=218, value=None),
 FrozenTrial(number=219, state=1, values=[1129.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 598278), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 609085), params={'ema1_period': 25, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=219, value=None),
 FrozenTrial(number=220, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 609602), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 617766), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=220, value=None),
 FrozenTrial(number=221, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 618250), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 626646), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=221, value=None),
 FrozenTrial(number=222, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 627186), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 635444), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=222, value=None),
 FrozenTrial(number=223, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 635991), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 644281), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=223, value=None),
 FrozenTrial(number=224, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 644671), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 653066), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=224, value=None),
 FrozenTrial(number=225, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 653608), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 663463), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=225, value=None),
 FrozenTrial(number=226, state=1, values=[1010.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 664426), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 678145), params={'ema1_period': 25, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=226, value=None),
 FrozenTrial(number=227, state=1, values=[1096.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 678790), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 691364), params={'ema1_period': 22, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=227, value=None),
 FrozenTrial(number=228, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 691989), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 700466), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=228, value=None),
 FrozenTrial(number=229, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 700803), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 709255), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=229, value=None),
 FrozenTrial(number=230, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 709610), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 718290), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=230, value=None),
 FrozenTrial(number=231, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 718804), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 727177), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=231, value=None),
 FrozenTrial(number=232, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 727623), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 735977), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=232, value=None),
 FrozenTrial(number=233, state=1, values=[1028.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 736457), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 744837), params={'ema1_period': 17, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=233, value=None),
 FrozenTrial(number=234, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 745385), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 758780), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=234, value=None),
 FrozenTrial(number=235, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 759660), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 773845), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=235, value=None),
 FrozenTrial(number=236, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 774709), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 786737), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=236, value=None),
 FrozenTrial(number=237, state=1, values=[1161.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 787357), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 796112), params={'ema1_period': 25, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=237, value=None),
 FrozenTrial(number=238, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 796500), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 805198), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=238, value=None),
 FrozenTrial(number=239, state=1, values=[826.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 805671), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 814156), params={'ema1_period': 10, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=239, value=None),
 FrozenTrial(number=240, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 814622), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 823226), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=240, value=None),
 FrozenTrial(number=241, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 823623), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 832458), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=241, value=None),
 FrozenTrial(number=242, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 833111), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 845717), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=242, value=None),
 FrozenTrial(number=243, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 846728), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 861435), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=243, value=None),
 FrozenTrial(number=244, state=1, values=[1158.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 862228), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 874188), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=244, value=None),
 FrozenTrial(number=245, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 874774), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 883543), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=245, value=None),
 FrozenTrial(number=246, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 884025), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 893488), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=246, value=None),
 FrozenTrial(number=247, state=1, values=[999.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 894062), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 902910), params={'ema1_period': 23, 'ema2_period': 21}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=247, value=None),
 FrozenTrial(number=248, state=1, values=[1161.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 903467), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 912248), params={'ema1_period': 25, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=248, value=None),
 FrozenTrial(number=249, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 912782), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 921384), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=249, value=None),
 FrozenTrial(number=250, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 921848), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 931645), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=250, value=None),
 FrozenTrial(number=251, state=1, values=[1116.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 932457), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 942439), params={'ema1_period': 23, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=251, value=None),
 FrozenTrial(number=252, state=1, values=[1096.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 943040), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 956758), params={'ema1_period': 22, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=252, value=None),
 FrozenTrial(number=253, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 957426), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 972378), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=253, value=None),
 FrozenTrial(number=254, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 973250), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 987021), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=254, value=None),
 FrozenTrial(number=255, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 48, 988115), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 48, 999365), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=255, value=None),
 FrozenTrial(number=256, state=1, values=[1080.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 382), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 11020), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=256, value=None),
 FrozenTrial(number=257, state=1, values=[1010.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 11911), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 21253), params={'ema1_period': 25, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=257, value=None),
 FrozenTrial(number=258, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 21676), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 30880), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=258, value=None),
 FrozenTrial(number=259, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 31502), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 41151), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=259, value=None),
 FrozenTrial(number=260, state=1, values=[913.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 41808), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 51681), params={'ema1_period': 7, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=260, value=None),
 FrozenTrial(number=261, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 52352), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 61180), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=261, value=None),
 FrozenTrial(number=262, state=1, values=[1118.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 61711), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 70631), params={'ema1_period': 24, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=262, value=None),
 FrozenTrial(number=263, state=1, values=[1010.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 71203), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 79964), params={'ema1_period': 25, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=263, value=None),
 FrozenTrial(number=264, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 80508), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 89183), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=264, value=None),
 FrozenTrial(number=265, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 89698), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 98904), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=265, value=None),
 FrozenTrial(number=266, state=1, values=[1059.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 99414), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 108838), params={'ema1_period': 24, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=266, value=None),
 FrozenTrial(number=267, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 109389), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 118967), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=267, value=None),
 FrozenTrial(number=268, state=1, values=[923.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 119473), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 128931), params={'ema1_period': 22, 'ema2_period': 32}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=268, value=None),
 FrozenTrial(number=269, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 129425), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 138433), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=269, value=None),
 FrozenTrial(number=270, state=1, values=[1026.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 138970), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 148074), params={'ema1_period': 18, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=270, value=None),
 FrozenTrial(number=271, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 148631), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 157537), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=271, value=None),
 FrozenTrial(number=272, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 158197), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 167060), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=272, value=None),
 FrozenTrial(number=273, state=1, values=[1010.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 167616), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 176567), params={'ema1_period': 25, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=273, value=None),
 FrozenTrial(number=274, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 176949), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 186004), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=274, value=None),
 FrozenTrial(number=275, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 186575), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 196366), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=275, value=None),
 FrozenTrial(number=276, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 196976), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 206662), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=276, value=None),
 FrozenTrial(number=277, state=1, values=[941.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 207257), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 217262), params={'ema1_period': 23, 'ema2_period': 26}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=277, value=None),
 FrozenTrial(number=278, state=1, values=[1158.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 217852), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 227036), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=278, value=None),
 FrozenTrial(number=279, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 227521), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 237308), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=279, value=None),
 FrozenTrial(number=280, state=1, values=[1059.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 237854), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 247245), params={'ema1_period': 24, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=280, value=None),
 FrozenTrial(number=281, state=1, values=[1116.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 247741), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 257611), params={'ema1_period': 23, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=281, value=None),
 FrozenTrial(number=282, state=1, values=[1148.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 257994), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 267949), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=282, value=None),
 FrozenTrial(number=283, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 268464), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 278207), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=283, value=None),
 FrozenTrial(number=284, state=1, values=[1161.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 278657), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 288605), params={'ema1_period': 25, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=284, value=None),
 FrozenTrial(number=285, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 289198), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 298197), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=285, value=None),
 FrozenTrial(number=286, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 298547), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 309195), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=286, value=None),
 FrozenTrial(number=287, state=1, values=[1096.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 309789), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 319153), params={'ema1_period': 21, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=287, value=None),
 FrozenTrial(number=288, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 319689), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 329963), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=288, value=None),
 FrozenTrial(number=289, state=1, values=[1148.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 330312), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 339526), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=289, value=None),
 FrozenTrial(number=290, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 339983), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 355135), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=290, value=None),
 FrozenTrial(number=291, state=1, values=[990.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 356515), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 369080), params={'ema1_period': 25, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=291, value=None),
 FrozenTrial(number=292, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 369817), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 379970), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=292, value=None),
 FrozenTrial(number=293, state=1, values=[1116.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 380509), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 390766), params={'ema1_period': 23, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=293, value=None),
 FrozenTrial(number=294, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 391332), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 401357), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=294, value=None),
 FrozenTrial(number=295, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 401978), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 411941), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=295, value=None),
 FrozenTrial(number=296, state=1, values=[883.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 412497), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 421747), params={'ema1_period': 25, 'ema2_period': 29}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=296, value=None),
 FrozenTrial(number=297, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 422131), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 431221), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=297, value=None),
 FrozenTrial(number=298, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 431646), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 440644), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=298, value=None),
 FrozenTrial(number=299, state=1, values=[1080.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 441175), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 450135), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=299, value=None),
 FrozenTrial(number=300, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 450581), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 459636), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=300, value=None),
 FrozenTrial(number=301, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 460169), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 469511), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=301, value=None),
 FrozenTrial(number=302, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 470049), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 479467), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=302, value=None),
 FrozenTrial(number=303, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 480909), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 490461), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=303, value=None),
 FrozenTrial(number=304, state=1, values=[1148.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 491032), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 500679), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=304, value=None),
 FrozenTrial(number=305, state=1, values=[1080.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 501216), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 511111), params={'ema1_period': 25, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=305, value=None),
 FrozenTrial(number=306, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 511647), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 520741), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=306, value=None),
 FrozenTrial(number=307, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 521230), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 530552), params={'ema1_period': 24, 'ema2_period': 23}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=307, value=None),
 FrozenTrial(number=308, state=1, values=[1039.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 531070), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 540189), params={'ema1_period': 15, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=308, value=None),
 FrozenTrial(number=309, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 540707), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 550125), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=309, value=None),
 FrozenTrial(number=310, state=1, values=[1118.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 550636), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 559901), params={'ema1_period': 24, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=310, value=None),
 FrozenTrial(number=311, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 560371), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 569691), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=311, value=None),
 FrozenTrial(number=312, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 570271), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 582188), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=312, value=None),
 FrozenTrial(number=313, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 583227), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 600873), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=313, value=None),
 FrozenTrial(number=314, state=1, values=[892.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 601759), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 618166), params={'ema1_period': 22, 'ema2_period': 36}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=314, value=None),
 FrozenTrial(number=315, state=1, values=[1097.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 618895), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 631890), params={'ema1_period': 21, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=315, value=None),
 FrozenTrial(number=316, state=1, values=[1010.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 632641), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 642902), params={'ema1_period': 25, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=316, value=None),
 FrozenTrial(number=317, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 643554), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 653068), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=317, value=None),
 FrozenTrial(number=318, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 653438), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 663263), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=318, value=None),
 FrozenTrial(number=319, state=1, values=[1006.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 663771), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 673368), params={'ema1_period': 19, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=319, value=None),
 FrozenTrial(number=320, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 673904), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 683400), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=320, value=None),
 FrozenTrial(number=321, state=1, values=[1016.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 683921), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 696246), params={'ema1_period': 24, 'ema2_period': 45}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=321, value=None),
 FrozenTrial(number=322, state=1, values=[1160.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 696844), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 712960), params={'ema1_period': 25, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=322, value=None),
 FrozenTrial(number=323, state=1, values=[1080.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 713589), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 727506), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=323, value=None),
 FrozenTrial(number=324, state=1, values=[836.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 728057), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 737503), params={'ema1_period': 11, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=324, value=None),
 FrozenTrial(number=325, state=1, values=[1017.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 738026), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 747823), params={'ema1_period': 20, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=325, value=None),
 FrozenTrial(number=326, state=1, values=[919.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 748358), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 757943), params={'ema1_period': 23, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=326, value=None),
 FrozenTrial(number=327, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 758475), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 768332), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=327, value=None),
 FrozenTrial(number=328, state=1, values=[880.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 768917), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 779806), params={'ema1_period': 5, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=328, value=None),
 FrozenTrial(number=329, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 780578), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 796805), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=329, value=None),
 FrozenTrial(number=330, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 797512), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 812971), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=330, value=None),
 FrozenTrial(number=331, state=1, values=[1161.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 813568), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 823365), params={'ema1_period': 25, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=331, value=None),
 FrozenTrial(number=332, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 823845), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 833522), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=332, value=None),
 FrozenTrial(number=333, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 834097), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 843761), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=333, value=None),
 FrozenTrial(number=334, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 844263), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 853876), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=334, value=None),
 FrozenTrial(number=335, state=1, values=[1096.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 854542), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 864536), params={'ema1_period': 22, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=335, value=None),
 FrozenTrial(number=336, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 865356), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 879608), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=336, value=None),
 FrozenTrial(number=337, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 880588), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 895494), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=337, value=None),
 FrozenTrial(number=338, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 896170), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 909579), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=338, value=None),
 FrozenTrial(number=339, state=1, values=[1020.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 910105), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 919836), params={'ema1_period': 25, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=339, value=None),
 FrozenTrial(number=340, state=1, values=[1158.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 920307), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 930935), params={'ema1_period': 22, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=340, value=None),
 FrozenTrial(number=341, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 931618), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 943035), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=341, value=None),
 FrozenTrial(number=342, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 943767), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 954345), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=342, value=None),
 FrozenTrial(number=343, state=1, values=[1116.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 955024), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 965951), params={'ema1_period': 23, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=343, value=None),
 FrozenTrial(number=344, state=1, values=[1020.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 966632), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 978679), params={'ema1_period': 24, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=344, value=None),
 FrozenTrial(number=345, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 979535), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 49, 990716), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=345, value=None),
 FrozenTrial(number=346, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 49, 991453), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 2162), params={'ema1_period': 13, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=346, value=None),
 FrozenTrial(number=347, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 2783), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 12823), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=347, value=None),
 FrozenTrial(number=348, state=1, values=[971.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 13373), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 23381), params={'ema1_period': 24, 'ema2_period': 40}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=348, value=None),
 FrozenTrial(number=349, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 24000), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 33907), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=349, value=None),
 FrozenTrial(number=350, state=1, values=[1160.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 34531), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 44363), params={'ema1_period': 25, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=350, value=None),
 FrozenTrial(number=351, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 45043), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 55273), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=351, value=None),
 FrozenTrial(number=352, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 55789), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 67631), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=352, value=None),
 FrozenTrial(number=353, state=1, values=[1059.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 68540), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 85528), params={'ema1_period': 24, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=353, value=None),
 FrozenTrial(number=354, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 86213), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 100901), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=354, value=None),
 FrozenTrial(number=355, state=1, values=[1118.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 101476), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 111445), params={'ema1_period': 24, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=355, value=None),
 FrozenTrial(number=356, state=1, values=[1007.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 111876), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 122298), params={'ema1_period': 16, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=356, value=None),
 FrozenTrial(number=357, state=1, values=[1059.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 123028), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 133104), params={'ema1_period': 17, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=357, value=None),
 FrozenTrial(number=358, state=1, values=[1161.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 133585), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 143798), params={'ema1_period': 25, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=358, value=None),
 FrozenTrial(number=359, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 144328), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 156862), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=359, value=None),
 FrozenTrial(number=360, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 157853), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 174667), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=360, value=None),
 FrozenTrial(number=361, state=1, values=[1096.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 175377), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 190243), params={'ema1_period': 22, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=361, value=None),
 FrozenTrial(number=362, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 190804), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 201074), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=362, value=None),
 FrozenTrial(number=363, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 201479), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 211946), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=363, value=None),
 FrozenTrial(number=364, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 212461), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 222636), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=364, value=None),
 FrozenTrial(number=365, state=1, values=[1096.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 223155), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 233747), params={'ema1_period': 22, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=365, value=None),
 FrozenTrial(number=366, state=1, values=[1010.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 234377), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 247002), params={'ema1_period': 25, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=366, value=None),
 FrozenTrial(number=367, state=1, values=[959.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 247848), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 265425), params={'ema1_period': 23, 'ema2_period': 20}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=367, value=None),
 FrozenTrial(number=368, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 265973), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 280137), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=368, value=None),
 FrozenTrial(number=369, state=1, values=[1059.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 280700), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 291004), params={'ema1_period': 24, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=369, value=None),
 FrozenTrial(number=370, state=1, values=[1069.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 291488), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 301972), params={'ema1_period': 23, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=370, value=None),
 FrozenTrial(number=371, state=1, values=[1118.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 302611), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 314364), params={'ema1_period': 24, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=371, value=None),
 FrozenTrial(number=372, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 315237), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 326779), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=372, value=None),
 FrozenTrial(number=373, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 327633), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 343140), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=373, value=None),
 FrozenTrial(number=374, state=1, values=[1158.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 344383), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 362380), params={'ema1_period': 21, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=374, value=None),
 FrozenTrial(number=375, state=1, values=[1161.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 363264), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 377557), params={'ema1_period': 25, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=375, value=None),
 FrozenTrial(number=376, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 378018), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 392645), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=376, value=None),
 FrozenTrial(number=377, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 393780), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 404671), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=377, value=None),
 FrozenTrial(number=378, state=1, values=[1080.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 405337), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 415995), params={'ema1_period': 25, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=378, value=None),
 FrozenTrial(number=379, state=1, values=[830.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 416607), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 428485), params={'ema1_period': 9, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=379, value=None),
 FrozenTrial(number=380, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 429332), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 442146), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=380, value=None),
 FrozenTrial(number=381, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 442907), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 460112), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=381, value=None),
 FrozenTrial(number=382, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 460721), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 471357), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=382, value=None),
 FrozenTrial(number=383, state=1, values=[1148.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 471912), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 482615), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=383, value=None),
 FrozenTrial(number=384, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 483288), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 495912), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=384, value=None),
 FrozenTrial(number=385, state=1, values=[1118.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 496570), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 507514), params={'ema1_period': 24, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=385, value=None),
 FrozenTrial(number=386, state=1, values=[1010.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 508132), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 519382), params={'ema1_period': 23, 'ema2_period': 44}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=386, value=None),
 FrozenTrial(number=387, state=1, values=[1080.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 519994), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 531930), params={'ema1_period': 25, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=387, value=None),
 FrozenTrial(number=388, state=1, values=[1006.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 532589), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 544124), params={'ema1_period': 24, 'ema2_period': 48}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=388, value=None),
 FrozenTrial(number=389, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 544762), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 555608), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=389, value=None),
 FrozenTrial(number=390, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 556164), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 567015), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=390, value=None),
 FrozenTrial(number=391, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 567587), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 578140), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=391, value=None),
 FrozenTrial(number=392, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 578728), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 589130), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=392, value=None),
 FrozenTrial(number=393, state=1, values=[941.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 589672), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 600414), params={'ema1_period': 24, 'ema2_period': 25}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=393, value=None),
 FrozenTrial(number=394, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 600918), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 612317), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=394, value=None),
 FrozenTrial(number=395, state=1, values=[874.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 613220), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 625246), params={'ema1_period': 22, 'ema2_period': 33}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=395, value=None),
 FrozenTrial(number=396, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 626057), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 637642), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=396, value=None),
 FrozenTrial(number=397, state=1, values=[1059.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 638219), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 649494), params={'ema1_period': 24, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=397, value=None),
 FrozenTrial(number=398, state=1, values=[1161.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 649999), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 660544), params={'ema1_period': 25, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=398, value=None),
 FrozenTrial(number=399, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 661145), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 671932), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=399, value=None),
 FrozenTrial(number=400, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 672461), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 683125), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=400, value=None),
 FrozenTrial(number=401, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 683719), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 697697), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=401, value=None),
 FrozenTrial(number=402, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 698378), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 713423), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=402, value=None),
 FrozenTrial(number=403, state=1, values=[1161.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 714127), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 725716), params={'ema1_period': 25, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=403, value=None),
 FrozenTrial(number=404, state=1, values=[1116.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 726309), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 737614), params={'ema1_period': 23, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=404, value=None),
 FrozenTrial(number=405, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 738230), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 749107), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=405, value=None),
 FrozenTrial(number=406, state=1, values=[1096.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 749585), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 763745), params={'ema1_period': 22, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=406, value=None),
 FrozenTrial(number=407, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 764725), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 777135), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=407, value=None),
 FrozenTrial(number=408, state=1, values=[1069.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 777790), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 789523), params={'ema1_period': 23, 'ema2_period': 16}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=408, value=None),
 FrozenTrial(number=409, state=1, values=[1006.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 790000), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 804438), params={'ema1_period': 19, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=409, value=None),
 FrozenTrial(number=410, state=1, values=[1010.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 805501), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 822860), params={'ema1_period': 25, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=410, value=None),
 FrozenTrial(number=411, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 823501), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 837942), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=411, value=None),
 FrozenTrial(number=412, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 838527), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 849255), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=412, value=None),
 FrozenTrial(number=413, state=1, values=[1148.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 849841), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 860850), params={'ema1_period': 24, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=413, value=None),
 FrozenTrial(number=414, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 861450), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 872054), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=414, value=None),
 FrozenTrial(number=415, state=1, values=[1038.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 872558), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 883532), params={'ema1_period': 23, 'ema2_period': 22}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=415, value=None),
 FrozenTrial(number=416, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 884055), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 897723), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=416, value=None),
 FrozenTrial(number=417, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 898514), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 915770), params={'ema1_period': 23, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=417, value=None),
 FrozenTrial(number=418, state=1, values=[1010.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 916334), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 932605), params={'ema1_period': 25, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=418, value=None),
 FrozenTrial(number=419, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 933167), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 944110), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=419, value=None),
 FrozenTrial(number=420, state=1, values=[1148.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 944677), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 955442), params={'ema1_period': 22, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=420, value=None),
 FrozenTrial(number=421, state=1, values=[1116.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 955984), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 966782), params={'ema1_period': 23, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=421, value=None),
 FrozenTrial(number=422, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 967270), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 978177), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=422, value=None),
 FrozenTrial(number=423, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 978892), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 50, 994379), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=423, value=None),
 FrozenTrial(number=424, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 50, 995184), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 13666), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=424, value=None),
 FrozenTrial(number=425, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 14372), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 27864), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=425, value=None),
 FrozenTrial(number=426, state=1, values=[1160.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 28407), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 39593), params={'ema1_period': 25, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=426, value=None),
 FrozenTrial(number=427, state=1, values=[1026.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 40080), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 51029), params={'ema1_period': 18, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=427, value=None),
 FrozenTrial(number=428, state=1, values=[1070.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 51612), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 62754), params={'ema1_period': 22, 'ema2_period': 17}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=428, value=None),
 FrozenTrial(number=429, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 63462), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 79301), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=429, value=None),
 FrozenTrial(number=430, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 80766), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 96212), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=430, value=None),
 FrozenTrial(number=431, state=1, values=[1059.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 97114), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 110286), params={'ema1_period': 24, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=431, value=None),
 FrozenTrial(number=432, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 111019), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 123592), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=432, value=None),
 FrozenTrial(number=433, state=1, values=[1129.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 124268), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 138559), params={'ema1_period': 24, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=433, value=None),
 FrozenTrial(number=434, state=1, values=[1080.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 139220), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 151082), params={'ema1_period': 25, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=434, value=None),
 FrozenTrial(number=435, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 151596), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 163001), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=435, value=None),
 FrozenTrial(number=436, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 163738), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 179488), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=436, value=None),
 FrozenTrial(number=437, state=1, values=[1007.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 180175), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 195800), params={'ema1_period': 21, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=437, value=None),
 FrozenTrial(number=438, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 196375), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 208119), params={'ema1_period': 23, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=438, value=None),
 FrozenTrial(number=439, state=1, values=[931.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 208744), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 220950), params={'ema1_period': 24, 'ema2_period': 38}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=439, value=None),
 FrozenTrial(number=440, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 221653), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 233572), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=440, value=None),
 FrozenTrial(number=441, state=1, values=[1080.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 234128), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 244790), params={'ema1_period': 22, 'ema2_period': 15}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=441, value=None),
 FrozenTrial(number=442, state=1, values=[1100.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 245297), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 256419), params={'ema1_period': 23, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=442, value=None),
 FrozenTrial(number=443, state=1, values=[981.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 256826), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 268000), params={'ema1_period': 24, 'ema2_period': 27}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=443, value=None),
 FrozenTrial(number=444, state=1, values=[1010.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 268477), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 282406), params={'ema1_period': 25, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=444, value=None),
 FrozenTrial(number=445, state=1, values=[1158.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 283197), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 299730), params={'ema1_period': 23, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=445, value=None),
 FrozenTrial(number=446, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 300470), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 312162), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=446, value=None),
 FrozenTrial(number=447, state=1, values=[1128.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 312793), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 324179), params={'ema1_period': 23, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=447, value=None),
 FrozenTrial(number=448, state=1, values=[1168.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 324748), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 336076), params={'ema1_period': 24, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=448, value=None),
 FrozenTrial(number=449, state=1, values=[1010.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 336616), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 348436), params={'ema1_period': 25, 'ema2_period': 13}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=449, value=None),
 FrozenTrial(number=450, state=1, values=[1090.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 348990), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 360980), params={'ema1_period': 24, 'ema2_period': 14}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=450, value=None),
 FrozenTrial(number=451, state=1, values=[1168.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 361683), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 373395), params={'ema1_period': 22, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=451, value=None),
 FrozenTrial(number=452, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 374010), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 385615), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=452, value=None),
 FrozenTrial(number=453, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 386087), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 397760), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=453, value=None),
 FrozenTrial(number=454, state=1, values=[1129.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 398309), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 409846), params={'ema1_period': 25, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=454, value=None),
 FrozenTrial(number=455, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 410712), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 423916), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=455, value=None),
 FrozenTrial(number=456, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 424949), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 438894), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=456, value=None),
 FrozenTrial(number=457, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 439629), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 452235), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=457, value=None),
 FrozenTrial(number=458, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 452853), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 468095), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=458, value=None),
 FrozenTrial(number=459, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 468789), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 480714), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=459, value=None),
 FrozenTrial(number=460, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 481283), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 492694), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=460, value=None),
 FrozenTrial(number=461, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 493246), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 505866), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=461, value=None),
 FrozenTrial(number=462, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 506563), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 520045), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=462, value=None),
 FrozenTrial(number=463, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 520849), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 534021), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=463, value=None),
 FrozenTrial(number=464, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 534721), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 547122), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=464, value=None),
 FrozenTrial(number=465, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 547703), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 559421), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=465, value=None),
 FrozenTrial(number=466, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 559962), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 571778), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=466, value=None),
 FrozenTrial(number=467, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 572344), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 584241), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=467, value=None),
 FrozenTrial(number=468, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 584802), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 596867), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=468, value=None),
 FrozenTrial(number=469, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 597468), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 610425), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=469, value=None),
 FrozenTrial(number=470, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 611392), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 629497), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=470, value=None),
 FrozenTrial(number=471, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 630243), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 644393), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=471, value=None),
 FrozenTrial(number=472, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 644982), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 656827), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=472, value=None),
 FrozenTrial(number=473, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 657390), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 669078), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=473, value=None),
 FrozenTrial(number=474, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 669622), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 681114), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=474, value=None),
 FrozenTrial(number=475, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 681994), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 693809), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=475, value=None),
 FrozenTrial(number=476, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 694553), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 714510), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=476, value=None),
 FrozenTrial(number=477, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 715348), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 732347), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=477, value=None),
 FrozenTrial(number=478, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 732936), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 744999), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=478, value=None),
 FrozenTrial(number=479, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 745553), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 757473), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=479, value=None),
 FrozenTrial(number=480, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 758034), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 771065), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=480, value=None),
 FrozenTrial(number=481, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 771839), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 785943), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=481, value=None),
 FrozenTrial(number=482, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 787272), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 805979), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=482, value=None),
 FrozenTrial(number=483, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 806819), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 825435), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=483, value=None),
 FrozenTrial(number=484, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 826316), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 840475), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=484, value=None),
 FrozenTrial(number=485, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 841003), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 852611), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=485, value=None),
 FrozenTrial(number=486, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 853175), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 864690), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=486, value=None),
 FrozenTrial(number=487, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 865238), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 876898), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=487, value=None),
 FrozenTrial(number=488, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 877441), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 891849), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=488, value=None),
 FrozenTrial(number=489, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 892749), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 911930), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=489, value=None),
 FrozenTrial(number=490, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 912602), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 927518), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=490, value=None),
 FrozenTrial(number=491, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 928075), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 939868), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=491, value=None),
 FrozenTrial(number=492, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 940457), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 952070), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=492, value=None),
 FrozenTrial(number=493, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 952588), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 964367), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=493, value=None),
 FrozenTrial(number=494, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 965162), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 51, 981002), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=494, value=None),
 FrozenTrial(number=495, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 51, 981900), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 468), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=495, value=None),
 FrozenTrial(number=496, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 1054), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 15286), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=496, value=None),
 FrozenTrial(number=497, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 15861), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 27661), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=497, value=None),
 FrozenTrial(number=498, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 28207), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 39682), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=498, value=None),
 FrozenTrial(number=499, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 40181), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 52024), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=499, value=None),
 FrozenTrial(number=500, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 52581), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 67106), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=500, value=None),
 FrozenTrial(number=501, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 68177), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 87849), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=501, value=None),
 FrozenTrial(number=502, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 88593), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 104975), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=502, value=None),
 FrozenTrial(number=503, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 105677), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 117988), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=503, value=None),
 FrozenTrial(number=504, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 118535), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 130613), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=504, value=None),
 FrozenTrial(number=505, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 131165), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 143048), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=505, value=None),
 FrozenTrial(number=506, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 143599), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 156634), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=506, value=None),
 FrozenTrial(number=507, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 157469), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 170916), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=507, value=None),
 FrozenTrial(number=508, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 171528), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 184586), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=508, value=None),
 FrozenTrial(number=509, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 185180), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 197316), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=509, value=None),
 FrozenTrial(number=510, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 197871), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 210572), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=510, value=None),
 FrozenTrial(number=511, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 211477), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 224175), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=511, value=None),
 FrozenTrial(number=512, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 224748), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 237708), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=512, value=None),
 FrozenTrial(number=513, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 238561), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 252736), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=513, value=None),
 FrozenTrial(number=514, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 253501), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 266660), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=514, value=None),
 FrozenTrial(number=515, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 267319), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 280091), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=515, value=None),
 FrozenTrial(number=516, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 280530), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 292931), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=516, value=None),
 FrozenTrial(number=517, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 293582), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 305928), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=517, value=None),
 FrozenTrial(number=518, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 306525), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 318483), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=518, value=None),
 FrozenTrial(number=519, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 318968), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 331748), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=519, value=None),
 FrozenTrial(number=520, state=1, values=[1039.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 332673), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 346666), params={'ema1_period': 16, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=520, value=None),
 FrozenTrial(number=521, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 347404), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 360440), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=521, value=None),
 FrozenTrial(number=522, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 361038), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 373364), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=522, value=None),
 FrozenTrial(number=523, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 373946), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 386131), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=523, value=None),
 FrozenTrial(number=524, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 386709), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 402915), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=524, value=None),
 FrozenTrial(number=525, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 403630), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 416178), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=525, value=None),
 FrozenTrial(number=526, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 416745), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 430595), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=526, value=None),
 FrozenTrial(number=527, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 431388), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 444575), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=527, value=None),
 FrozenTrial(number=528, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 445252), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 462539), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=528, value=None),
 FrozenTrial(number=529, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 463307), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 476671), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=529, value=None),
 FrozenTrial(number=530, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 477468), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 490237), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=530, value=None),
 FrozenTrial(number=531, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 490902), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 503802), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=531, value=None),
 FrozenTrial(number=532, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 504483), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 521202), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=532, value=None),
 FrozenTrial(number=533, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 523157), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 538423), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=533, value=None),
 FrozenTrial(number=534, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 539211), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 555255), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=534, value=None),
 FrozenTrial(number=535, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 555821), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 568130), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=535, value=None),
 FrozenTrial(number=536, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 568599), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 581230), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=536, value=None),
 FrozenTrial(number=537, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 581828), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 594258), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=537, value=None),
 FrozenTrial(number=538, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 594927), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 608712), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=538, value=None),
 FrozenTrial(number=539, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 609731), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 623900), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=539, value=None),
 FrozenTrial(number=540, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 624680), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 638004), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=540, value=None),
 FrozenTrial(number=541, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 638768), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 651372), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=541, value=None),
 FrozenTrial(number=542, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 651957), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 664201), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=542, value=None),
 FrozenTrial(number=543, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 664850), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 677230), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=543, value=None),
 FrozenTrial(number=544, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 677793), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 690288), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=544, value=None),
 FrozenTrial(number=545, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 690793), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 705786), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=545, value=None),
 FrozenTrial(number=546, state=1, values=[1039.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 706784), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 727452), params={'ema1_period': 16, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=546, value=None),
 FrozenTrial(number=547, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 728182), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 744048), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=547, value=None),
 FrozenTrial(number=548, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 744671), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 757686), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=548, value=None),
 FrozenTrial(number=549, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 758303), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 770910), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=549, value=None),
 FrozenTrial(number=550, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 771446), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 784165), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=550, value=None),
 FrozenTrial(number=551, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 784713), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 801965), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=551, value=None),
 FrozenTrial(number=552, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 803160), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 821796), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=552, value=None),
 FrozenTrial(number=553, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 822360), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 839619), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=553, value=None),
 FrozenTrial(number=554, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 840239), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 853114), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=554, value=None),
 FrozenTrial(number=555, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 853585), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 866585), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=555, value=None),
 FrozenTrial(number=556, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 867132), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 880117), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=556, value=None),
 FrozenTrial(number=557, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 880667), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 896252), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=557, value=None),
 FrozenTrial(number=558, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 897081), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 916942), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=558, value=None),
 FrozenTrial(number=559, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 917628), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 935243), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=559, value=None),
 FrozenTrial(number=560, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 935861), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 949433), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=560, value=None),
 FrozenTrial(number=561, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 950320), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 964294), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=561, value=None),
 FrozenTrial(number=562, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 964958), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 979040), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=562, value=None),
 FrozenTrial(number=563, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 979763), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 52, 998177), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=563, value=None),
 FrozenTrial(number=564, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 52, 998949), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 17541), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=564, value=None),
 FrozenTrial(number=565, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 18342), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 34198), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=565, value=None),
 FrozenTrial(number=566, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 34871), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 48716), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=566, value=None),
 FrozenTrial(number=567, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 49480), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 64468), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=567, value=None),
 FrozenTrial(number=568, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 65105), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 79197), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=568, value=None),
 FrozenTrial(number=569, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 80080), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 97647), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=569, value=None),
 FrozenTrial(number=570, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 98636), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 114324), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=570, value=None),
 FrozenTrial(number=571, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 114997), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 135142), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=571, value=None),
 FrozenTrial(number=572, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 135993), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 148919), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=572, value=None),
 FrozenTrial(number=573, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 149476), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 164775), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=573, value=None),
 FrozenTrial(number=574, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 165721), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 182394), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=574, value=None),
 FrozenTrial(number=575, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 183317), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 200972), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=575, value=None),
 FrozenTrial(number=576, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 202001), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 220197), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=576, value=None),
 FrozenTrial(number=577, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 221412), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 237324), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=577, value=None),
 FrozenTrial(number=578, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 238001), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 252391), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=578, value=None),
 FrozenTrial(number=579, state=1, values=[999.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 253060), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 266700), params={'ema1_period': 13, 'ema2_period': 31}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=579, value=None),
 FrozenTrial(number=580, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 267372), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 282235), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=580, value=None),
 FrozenTrial(number=581, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 283242), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 304576), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=581, value=None),
 FrozenTrial(number=582, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 305457), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 322849), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=582, value=None),
 FrozenTrial(number=583, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 323487), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 336581), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=583, value=None),
 FrozenTrial(number=584, state=1, values=[913.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 337292), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 350875), params={'ema1_period': 16, 'ema2_period': 43}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=584, value=None),
 FrozenTrial(number=585, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 351556), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 366275), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=585, value=None),
 FrozenTrial(number=586, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 367034), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 386568), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=586, value=None),
 FrozenTrial(number=587, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 387348), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 408066), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=587, value=None),
 FrozenTrial(number=588, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 408854), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 422602), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=588, value=None),
 FrozenTrial(number=589, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 423236), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 438510), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=589, value=None),
 FrozenTrial(number=590, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 439324), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 453366), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=590, value=None),
 FrozenTrial(number=591, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 454263), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 471354), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=591, value=None),
 FrozenTrial(number=592, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 472665), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 494221), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=592, value=None),
 FrozenTrial(number=593, state=1, values=[951.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 494992), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 701693), params={'ema1_period': 14, 'ema2_period': 50}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=593, value=None),
 FrozenTrial(number=594, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 702618), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 717390), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=594, value=None),
 FrozenTrial(number=595, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 718119), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 731626), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=595, value=None),
 FrozenTrial(number=596, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 732460), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 753601), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=596, value=None),
 FrozenTrial(number=597, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 754499), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 771140), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=597, value=None),
 FrozenTrial(number=598, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 771769), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 784332), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=598, value=None),
 FrozenTrial(number=599, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 784721), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 797497), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=599, value=None),
 FrozenTrial(number=600, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 798035), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 810465), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=600, value=None),
 FrozenTrial(number=601, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 810843), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 828138), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=601, value=None),
 FrozenTrial(number=602, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 829091), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 848113), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=602, value=None),
 FrozenTrial(number=603, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 848800), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 863690), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=603, value=None),
 FrozenTrial(number=604, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 864297), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 880212), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=604, value=None),
 FrozenTrial(number=605, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 881055), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 894517), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=605, value=None),
 FrozenTrial(number=606, state=1, values=[971.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 895184), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 908531), params={'ema1_period': 15, 'ema2_period': 35}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=606, value=None),
 FrozenTrial(number=607, state=1, values=[1039.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 908990), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 927729), params={'ema1_period': 16, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=607, value=None),
 FrozenTrial(number=608, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 928967), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 950242), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=608, value=None),
 FrozenTrial(number=609, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 950904), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 964013), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=609, value=None),
 FrozenTrial(number=610, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 964580), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 977426), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=610, value=None),
 FrozenTrial(number=611, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 977978), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 53, 990818), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=611, value=None),
 FrozenTrial(number=612, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 53, 991399), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 4497), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=612, value=None),
 FrozenTrial(number=613, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 5268), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 27187), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=613, value=None),
 FrozenTrial(number=614, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 28106), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 45150), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=614, value=None),
 FrozenTrial(number=615, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 45712), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 58531), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=615, value=None),
 FrozenTrial(number=616, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 58935), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 71713), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=616, value=None),
 FrozenTrial(number=617, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 72174), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 84873), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=617, value=None),
 FrozenTrial(number=618, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 85360), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 104498), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=618, value=None),
 FrozenTrial(number=619, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 105858), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 129995), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=619, value=None),
 FrozenTrial(number=620, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 131142), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 146989), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=620, value=None),
 FrozenTrial(number=621, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 147968), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 162445), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=621, value=None),
 FrozenTrial(number=622, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 163152), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 178019), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=622, value=None),
 FrozenTrial(number=623, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 179025), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 194398), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=623, value=None),
 FrozenTrial(number=624, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 195332), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 218763), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=624, value=None),
 FrozenTrial(number=625, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 219644), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 235606), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=625, value=None),
 FrozenTrial(number=626, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 236225), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 249571), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=626, value=None),
 FrozenTrial(number=627, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 250227), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 263143), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=627, value=None),
 FrozenTrial(number=628, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 263730), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 276490), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=628, value=None),
 FrozenTrial(number=629, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 277316), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 296665), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=629, value=None),
 FrozenTrial(number=630, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 297514), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 318799), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=630, value=None),
 FrozenTrial(number=631, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 319474), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 332517), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=631, value=None),
 FrozenTrial(number=632, state=1, values=[970.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 333067), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 346058), params={'ema1_period': 15, 'ema2_period': 29}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=632, value=None),
 FrozenTrial(number=633, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 346711), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 359798), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=633, value=None),
 FrozenTrial(number=634, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 360451), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 373507), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=634, value=None),
 FrozenTrial(number=635, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 374547), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 389837), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=635, value=None),
 FrozenTrial(number=636, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 390667), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 405747), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=636, value=None),
 FrozenTrial(number=637, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 406418), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 420613), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=637, value=None),
 FrozenTrial(number=638, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 421348), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 434762), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=638, value=None),
 FrozenTrial(number=639, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 435365), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 449135), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=639, value=None),
 FrozenTrial(number=640, state=1, values=[831.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 449982), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 466982), params={'ema1_period': 14, 'ema2_period': 20}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=640, value=None),
 FrozenTrial(number=641, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 468411), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 483687), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=641, value=None),
 FrozenTrial(number=642, state=1, values=[1140.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 484452), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 499142), params={'ema1_period': 16, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=642, value=None),
 FrozenTrial(number=643, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 499857), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 513203), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=643, value=None),
 FrozenTrial(number=644, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 513829), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 526847), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=644, value=None),
 FrozenTrial(number=645, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 527470), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 540542), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=645, value=None),
 FrozenTrial(number=646, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 541117), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 554161), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=646, value=None),
 FrozenTrial(number=647, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 554956), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 569168), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=647, value=None),
 FrozenTrial(number=648, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 570122), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 584396), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=648, value=None),
 FrozenTrial(number=649, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 585331), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 599160), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=649, value=None),
 FrozenTrial(number=650, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 599789), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 612691), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=650, value=None),
 FrozenTrial(number=651, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 613276), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 626650), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=651, value=None),
 FrozenTrial(number=652, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 627264), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 640712), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=652, value=None),
 FrozenTrial(number=653, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 641391), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 655039), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=653, value=None),
 FrozenTrial(number=654, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 655881), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 671196), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=654, value=None),
 FrozenTrial(number=655, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 671874), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 686438), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=655, value=None),
 FrozenTrial(number=656, state=1, values=[1150.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 687133), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 700201), params={'ema1_period': 13, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=656, value=None),
 FrozenTrial(number=657, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 701004), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 716464), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=657, value=None),
 FrozenTrial(number=658, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 717146), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 731385), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=658, value=None),
 FrozenTrial(number=659, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 731828), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 748846), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=659, value=None),
 FrozenTrial(number=660, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 749620), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 764484), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=660, value=None),
 FrozenTrial(number=661, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 765165), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 780372), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=661, value=None),
 FrozenTrial(number=662, state=1, values=[931.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 781145), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 801062), params={'ema1_period': 15, 'ema2_period': 47}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=662, value=None),
 FrozenTrial(number=663, state=1, values=[1150.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 801953), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 818476), params={'ema1_period': 13, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=663, value=None),
 FrozenTrial(number=664, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 819882), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 839361), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=664, value=None),
 FrozenTrial(number=665, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 840488), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 862418), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=665, value=None),
 FrozenTrial(number=666, state=1, values=[959.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 863149), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 877992), params={'ema1_period': 15, 'ema2_period': 25}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=666, value=None),
 FrozenTrial(number=667, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 878589), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 892266), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=667, value=None),
 FrozenTrial(number=668, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 892931), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 906423), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=668, value=None),
 FrozenTrial(number=669, state=1, values=[879.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 907460), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 921546), params={'ema1_period': 14, 'ema2_period': 23}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=669, value=None),
 FrozenTrial(number=670, state=1, values=[813.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 922102), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 940420), params={'ema1_period': 15, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=670, value=None),
 FrozenTrial(number=671, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 941352), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 963939), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=671, value=None),
 FrozenTrial(number=672, state=1, values=[990.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 964605), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 978274), params={'ema1_period': 6, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=672, value=None),
 FrozenTrial(number=673, state=1, values=[1150.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 978864), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 54, 992088), params={'ema1_period': 13, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=673, value=None),
 FrozenTrial(number=674, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 54, 992682), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 8043), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=674, value=None),
 FrozenTrial(number=675, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 8987), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 23588), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=675, value=None),
 FrozenTrial(number=676, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 24684), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 46284), params={'ema1_period': 12, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=676, value=None),
 FrozenTrial(number=677, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 47253), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 65955), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=677, value=None),
 FrozenTrial(number=678, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 66619), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 79967), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=678, value=None),
 FrozenTrial(number=679, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 80682), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 93924), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=679, value=None),
 FrozenTrial(number=680, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 94501), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 108117), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=680, value=None),
 FrozenTrial(number=681, state=1, values=[974.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 108744), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 126995), params={'ema1_period': 14, 'ema2_period': 41}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=681, value=None),
 FrozenTrial(number=682, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 127924), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 148214), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=682, value=None),
 FrozenTrial(number=683, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 149008), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 163612), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=683, value=None),
 FrozenTrial(number=684, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 164190), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 177679), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=684, value=None),
 FrozenTrial(number=685, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 178310), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 191960), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=685, value=None),
 FrozenTrial(number=686, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 192514), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 205999), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=686, value=None),
 FrozenTrial(number=687, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 206622), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 227356), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=687, value=None),
 FrozenTrial(number=688, state=1, values=[1039.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 228233), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 247886), params={'ema1_period': 15, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=688, value=None),
 FrozenTrial(number=689, state=1, values=[1140.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 248844), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 262605), params={'ema1_period': 16, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=689, value=None),
 FrozenTrial(number=690, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 263387), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 280471), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=690, value=None),
 FrozenTrial(number=691, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 281298), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 296253), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=691, value=None),
 FrozenTrial(number=692, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 296958), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 317563), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=692, value=None),
 FrozenTrial(number=693, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 318421), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 338548), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=693, value=None),
 FrozenTrial(number=694, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 339225), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 352638), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=694, value=None),
 FrozenTrial(number=695, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 353218), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 366957), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=695, value=None),
 FrozenTrial(number=696, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 367536), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 381168), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=696, value=None),
 FrozenTrial(number=697, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 381743), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 399996), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=697, value=None),
 FrozenTrial(number=698, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 400890), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 423358), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=698, value=None),
 FrozenTrial(number=699, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 424047), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 438124), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=699, value=None),
 FrozenTrial(number=700, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 438724), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 452664), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=700, value=None),
 FrozenTrial(number=701, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 453259), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 467079), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=701, value=None),
 FrozenTrial(number=702, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 467749), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 486658), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=702, value=None),
 FrozenTrial(number=703, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 487555), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 511730), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=703, value=None),
 FrozenTrial(number=704, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 512598), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 529380), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=704, value=None),
 FrozenTrial(number=705, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 530476), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 546783), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=705, value=None),
 FrozenTrial(number=706, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 547753), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 566826), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=706, value=None),
 FrozenTrial(number=707, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 567979), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 588999), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=707, value=None),
 FrozenTrial(number=708, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 589873), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 606231), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=708, value=None),
 FrozenTrial(number=709, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 609078), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 624158), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=709, value=None),
 FrozenTrial(number=710, state=1, values=[1140.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 624915), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 638852), params={'ema1_period': 16, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=710, value=None),
 FrozenTrial(number=711, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 639368), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 653440), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=711, value=None),
 FrozenTrial(number=712, state=1, values=[1150.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 654148), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 669460), params={'ema1_period': 13, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=712, value=None),
 FrozenTrial(number=713, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 670359), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 694289), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=713, value=None),
 FrozenTrial(number=714, state=1, values=[984.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 695149), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 710223), params={'ema1_period': 15, 'ema2_period': 39}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=714, value=None),
 FrozenTrial(number=715, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 710843), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 725017), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=715, value=None),
 FrozenTrial(number=716, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 725716), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 739736), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=716, value=None),
 FrozenTrial(number=717, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 740356), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 754402), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=717, value=None),
 FrozenTrial(number=718, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 755067), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 769579), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=718, value=None),
 FrozenTrial(number=719, state=1, values=[981.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 770384), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 786838), params={'ema1_period': 14, 'ema2_period': 33}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=719, value=None),
 FrozenTrial(number=720, state=1, values=[1150.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 787663), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 802982), params={'ema1_period': 13, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=720, value=None),
 FrozenTrial(number=721, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 803586), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 818291), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=721, value=None),
 FrozenTrial(number=722, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 819278), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 835906), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=722, value=None),
 FrozenTrial(number=723, state=1, values=[1019.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 836621), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 851633), params={'ema1_period': 14, 'ema2_period': 27}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=723, value=None),
 FrozenTrial(number=724, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 852314), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 866582), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=724, value=None),
 FrozenTrial(number=725, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 867211), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 888789), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=725, value=None),
 FrozenTrial(number=726, state=1, values=[851.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 889780), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 909230), params={'ema1_period': 13, 'ema2_period': 22}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=726, value=None),
 FrozenTrial(number=727, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 909978), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 924357), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=727, value=None),
 FrozenTrial(number=728, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 924972), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 939003), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=728, value=None),
 FrozenTrial(number=729, state=1, values=[971.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 939519), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 953543), params={'ema1_period': 15, 'ema2_period': 36}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=729, value=None),
 FrozenTrial(number=730, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 954137), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 971683), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=730, value=None),
 FrozenTrial(number=731, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 973140), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 55, 996011), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=731, value=None),
 FrozenTrial(number=732, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 55, 996801), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 11315), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=732, value=None),
 FrozenTrial(number=733, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 11870), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 25886), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=733, value=None),
 FrozenTrial(number=734, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 26490), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 40536), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=734, value=None),
 FrozenTrial(number=735, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 41183), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 55441), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=735, value=None),
 FrozenTrial(number=736, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 56098), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 78071), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=736, value=None),
 FrozenTrial(number=737, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 79412), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 101867), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=737, value=None),
 FrozenTrial(number=738, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 102608), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 116898), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=738, value=None),
 FrozenTrial(number=739, state=1, values=[1150.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 117585), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 131754), params={'ema1_period': 13, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=739, value=None),
 FrozenTrial(number=740, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 132306), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 146704), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=740, value=None),
 FrozenTrial(number=741, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 147337), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 163508), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=741, value=None),
 FrozenTrial(number=742, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 164632), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 189118), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=742, value=None),
 FrozenTrial(number=743, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 190034), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 205610), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=743, value=None),
 FrozenTrial(number=744, state=1, values=[1019.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 206261), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 222518), params={'ema1_period': 16, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=744, value=None),
 FrozenTrial(number=745, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 223397), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 240535), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=745, value=None),
 FrozenTrial(number=746, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 241350), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 260688), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=746, value=None),
 FrozenTrial(number=747, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 261805), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 284730), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=747, value=None),
 FrozenTrial(number=748, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 285517), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 301099), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=748, value=None),
 FrozenTrial(number=749, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 301722), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 315999), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=749, value=None),
 FrozenTrial(number=750, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 316598), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 331012), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=750, value=None),
 FrozenTrial(number=751, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 332154), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 348187), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=751, value=None),
 FrozenTrial(number=752, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 349331), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 375479), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=752, value=None),
 FrozenTrial(number=753, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 376488), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 393168), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=753, value=None),
 FrozenTrial(number=754, state=1, values=[813.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 393891), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 408340), params={'ema1_period': 15, 'ema2_period': 18}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=754, value=None),
 FrozenTrial(number=755, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 409040), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 423180), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=755, value=None),
 FrozenTrial(number=756, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 423951), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 438783), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=756, value=None),
 FrozenTrial(number=757, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 439727), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 463724), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=757, value=None),
 FrozenTrial(number=758, state=1, values=[1039.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 464622), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 482246), params={'ema1_period': 15, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=758, value=None),
 FrozenTrial(number=759, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 482854), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 497121), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=759, value=None),
 FrozenTrial(number=760, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 497735), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 512078), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=760, value=None),
 FrozenTrial(number=761, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 512809), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 527161), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=761, value=None),
 FrozenTrial(number=762, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 527806), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 549028), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=762, value=None),
 FrozenTrial(number=763, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 550104), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 571440), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=763, value=None),
 FrozenTrial(number=764, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 572112), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 586449), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=764, value=None),
 FrozenTrial(number=765, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 587082), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 601654), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=765, value=None),
 FrozenTrial(number=766, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 602240), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 616773), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=766, value=None),
 FrozenTrial(number=767, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 617431), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 636339), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=767, value=None),
 FrozenTrial(number=768, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 637577), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 659852), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=768, value=None),
 FrozenTrial(number=769, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 660601), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 677984), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=769, value=None),
 FrozenTrial(number=770, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 678626), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 693183), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=770, value=None),
 FrozenTrial(number=771, state=1, values=[1150.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 694065), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 708656), params={'ema1_period': 13, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=771, value=None),
 FrozenTrial(number=772, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 709263), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 723871), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=772, value=None),
 FrozenTrial(number=773, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 724407), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 745786), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=773, value=None),
 FrozenTrial(number=774, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 746728), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 768973), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=774, value=None),
 FrozenTrial(number=775, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 769682), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 784293), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=775, value=None),
 FrozenTrial(number=776, state=1, values=[1039.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 785074), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 799760), params={'ema1_period': 16, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=776, value=None),
 FrozenTrial(number=777, state=1, values=[1019.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 800426), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 815156), params={'ema1_period': 12, 'ema2_period': 31}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=777, value=None),
 FrozenTrial(number=778, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 815716), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 834232), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=778, value=None),
 FrozenTrial(number=779, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 835367), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 860379), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=779, value=None),
 FrozenTrial(number=780, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 861094), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 875886), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=780, value=None),
 FrozenTrial(number=781, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 876610), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 892546), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=781, value=None),
 FrozenTrial(number=782, state=1, values=[1150.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 893536), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 913067), params={'ema1_period': 13, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=782, value=None),
 FrozenTrial(number=783, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 913795), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 936927), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=783, value=None),
 FrozenTrial(number=784, state=1, values=[961.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 937916), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 961287), params={'ema1_period': 14, 'ema2_period': 47}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=784, value=None),
 FrozenTrial(number=785, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 961804), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 977790), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=785, value=None),
 FrozenTrial(number=786, state=1, values=[1150.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 978590), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 56, 994166), params={'ema1_period': 13, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=786, value=None),
 FrozenTrial(number=787, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 56, 994608), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 10484), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=787, value=None),
 FrozenTrial(number=788, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 11702), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 35881), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=788, value=None),
 FrozenTrial(number=789, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 37007), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 61931), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=789, value=None),
 FrozenTrial(number=790, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 62486), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 79062), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=790, value=None),
 FrozenTrial(number=791, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 80252), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 96050), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=791, value=None),
 FrozenTrial(number=792, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 96639), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 112242), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=792, value=None),
 FrozenTrial(number=793, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 112872), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 134865), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=793, value=None),
 FrozenTrial(number=794, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 135968), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 158365), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=794, value=None),
 FrozenTrial(number=795, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 159104), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 174973), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=795, value=None),
 FrozenTrial(number=796, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 175619), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 191093), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=796, value=None),
 FrozenTrial(number=797, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 191823), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 213828), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=797, value=None),
 FrozenTrial(number=798, state=1, values=[1150.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 214822), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 236435), params={'ema1_period': 13, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=798, value=None),
 FrozenTrial(number=799, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 237459), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 253617), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=799, value=None),
 FrozenTrial(number=800, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 254087), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 269182), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=800, value=None),
 FrozenTrial(number=801, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 269679), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 285229), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=801, value=None),
 FrozenTrial(number=802, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 285807), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 303739), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=802, value=None),
 FrozenTrial(number=803, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 304461), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 328623), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=803, value=None),
 FrozenTrial(number=804, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 329434), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 346375), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=804, value=None),
 FrozenTrial(number=805, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 347063), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 362697), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=805, value=None),
 FrozenTrial(number=806, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 363221), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 378881), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=806, value=None),
 FrozenTrial(number=807, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 379463), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 394563), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=807, value=None),
 FrozenTrial(number=808, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 395058), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 417842), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=808, value=None),
 FrozenTrial(number=809, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 419056), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 439864), params={'ema1_period': 11, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=809, value=None),
 FrozenTrial(number=810, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 440777), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 456918), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=810, value=None),
 FrozenTrial(number=811, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 458031), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 473432), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=811, value=None),
 FrozenTrial(number=812, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 473955), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 489315), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=812, value=None),
 FrozenTrial(number=813, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 490018), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 505288), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=813, value=None),
 FrozenTrial(number=814, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 505984), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 521272), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=814, value=None),
 FrozenTrial(number=815, state=1, values=[1039.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 522085), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 548862), params={'ema1_period': 15, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=815, value=None),
 FrozenTrial(number=816, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 549735), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 566261), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=816, value=None),
 FrozenTrial(number=817, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 566934), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 582652), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=817, value=None),
 FrozenTrial(number=818, state=1, values=[950.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 583257), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 598736), params={'ema1_period': 14, 'ema2_period': 30}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=818, value=None),
 FrozenTrial(number=819, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 599227), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 622312), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=819, value=None),
 FrozenTrial(number=820, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 623233), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 643855), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=820, value=None),
 FrozenTrial(number=821, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 644739), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 661254), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=821, value=None),
 FrozenTrial(number=822, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 661983), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 677278), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=822, value=None),
 FrozenTrial(number=823, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 677852), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 693298), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=823, value=None),
 FrozenTrial(number=824, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 693716), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 711974), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=824, value=None),
 FrozenTrial(number=825, state=1, values=[1150.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 712587), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 737847), params={'ema1_period': 13, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=825, value=None),
 FrozenTrial(number=826, state=1, values=[1140.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 738767), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 755933), params={'ema1_period': 16, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=826, value=None),
 FrozenTrial(number=827, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 756627), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 772906), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=827, value=None),
 FrozenTrial(number=828, state=1, values=[973.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 773694), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 789264), params={'ema1_period': 14, 'ema2_period': 42}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=828, value=None),
 FrozenTrial(number=829, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 789875), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 805237), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=829, value=None),
 FrozenTrial(number=830, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 805742), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 826728), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=830, value=None),
 FrozenTrial(number=831, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 828820), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 855932), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=831, value=None),
 FrozenTrial(number=832, state=1, values=[1039.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 856803), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 874629), params={'ema1_period': 15, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=832, value=None),
 FrozenTrial(number=833, state=1, values=[901.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 875459), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 892169), params={'ema1_period': 9, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=833, value=None),
 FrozenTrial(number=834, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 893114), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 910287), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=834, value=None),
 FrozenTrial(number=835, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 910947), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 934659), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=835, value=None),
 FrozenTrial(number=836, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 935489), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 960826), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=836, value=None),
 FrozenTrial(number=837, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 961511), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 978675), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=837, value=None),
 FrozenTrial(number=838, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 979342), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 57, 995973), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=838, value=None),
 FrozenTrial(number=839, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 57, 996561), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 12304), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=839, value=None),
 FrozenTrial(number=840, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 12744), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 38261), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=840, value=None),
 FrozenTrial(number=841, state=1, values=[1039.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 39065), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 61303), params={'ema1_period': 15, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=841, value=None),
 FrozenTrial(number=842, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 62020), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 78543), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=842, value=None),
 FrozenTrial(number=843, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 79088), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 95636), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=843, value=None),
 FrozenTrial(number=844, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 96270), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 112108), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=844, value=None),
 FrozenTrial(number=845, state=1, values=[851.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 112906), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 139140), params={'ema1_period': 14, 'ema2_period': 21}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=845, value=None),
 FrozenTrial(number=846, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 140105), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 160968), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=846, value=None),
 FrozenTrial(number=847, state=1, values=[1039.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 161657), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 178247), params={'ema1_period': 16, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=847, value=None),
 FrozenTrial(number=848, state=1, values=[1150.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 178714), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 195139), params={'ema1_period': 13, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=848, value=None),
 FrozenTrial(number=849, state=1, values=[961.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 195757), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 211407), params={'ema1_period': 14, 'ema2_period': 34}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=849, value=None),
 FrozenTrial(number=850, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 211954), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 237001), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=850, value=None),
 FrozenTrial(number=851, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 238200), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 255710), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=851, value=None),
 FrozenTrial(number=852, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 256890), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 273890), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=852, value=None),
 FrozenTrial(number=853, state=1, values=[990.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 274396), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 290741), params={'ema1_period': 6, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=853, value=None),
 FrozenTrial(number=854, state=1, values=[1000.0], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 291422), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 307601), params={'ema1_period': 12, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=854, value=None),
 FrozenTrial(number=855, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 308186), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 325223), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=855, value=None),
 FrozenTrial(number=856, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 326021), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 343801), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=856, value=None),
 FrozenTrial(number=857, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 344633), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 362217), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=857, value=None),
 FrozenTrial(number=858, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 362807), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 379346), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=858, value=None),
 FrozenTrial(number=859, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 379974), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 396785), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=859, value=None),
 FrozenTrial(number=860, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 397379), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 414417), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=860, value=None),
 FrozenTrial(number=861, state=1, values=[863.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 415256), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 433097), params={'ema1_period': 13, 'ema2_period': 19}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=861, value=None),
 FrozenTrial(number=862, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 433709), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 450726), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=862, value=None),
 FrozenTrial(number=863, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 451389), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 469602), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=863, value=None),
 FrozenTrial(number=864, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 470727), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 489761), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=864, value=None),
 FrozenTrial(number=865, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 490706), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 509722), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=865, value=None),
 FrozenTrial(number=866, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 510510), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 527758), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=866, value=None),
 FrozenTrial(number=867, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 528438), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 545536), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=867, value=None),
 FrozenTrial(number=868, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 546307), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 571952), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=868, value=None),
 FrozenTrial(number=869, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 572729), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 595750), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=869, value=None),
 FrozenTrial(number=870, state=1, values=[1150.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 596364), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 613552), params={'ema1_period': 13, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=870, value=None),
 FrozenTrial(number=871, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 615023), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 643911), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=871, value=None),
 FrozenTrial(number=872, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 645209), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 665833), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=872, value=None),
 FrozenTrial(number=873, state=1, values=[930.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 666698), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 683729), params={'ema1_period': 14, 'ema2_period': 38}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=873, value=None),
 FrozenTrial(number=874, state=1, values=[1000.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 684514), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 700645), params={'ema1_period': 13, 'ema2_period': 28}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=874, value=None),
 FrozenTrial(number=875, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 701425), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 724232), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=875, value=None),
 FrozenTrial(number=876, state=1, values=[960.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 725254), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 747054), params={'ema1_period': 14, 'ema2_period': 26}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=876, value=None),
 FrozenTrial(number=877, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 748041), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 764710), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=877, value=None),
 FrozenTrial(number=878, state=1, values=[920.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 765475), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 781598), params={'ema1_period': 7, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=878, value=None),
 FrozenTrial(number=879, state=1, values=[1150.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 782343), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 802319), params={'ema1_period': 13, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=879, value=None),
 FrozenTrial(number=880, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 803331), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 826962), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=880, value=None),
 FrozenTrial(number=881, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 827763), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 844741), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=881, value=None),
 FrozenTrial(number=882, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 845704), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 861942), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=882, value=None),
 FrozenTrial(number=883, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 862670), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 878619), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=883, value=None),
 FrozenTrial(number=884, state=1, values=[966.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 879408), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 902859), params={'ema1_period': 14, 'ema2_period': 45}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=884, value=None),
 FrozenTrial(number=885, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 903854), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 922420), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=885, value=None),
 FrozenTrial(number=886, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 923238), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 940530), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=886, value=None),
 FrozenTrial(number=887, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 941183), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 957305), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=887, value=None),
 FrozenTrial(number=888, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 957705), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 58, 977092), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=888, value=None),
 FrozenTrial(number=889, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 58, 978174), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 4404), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=889, value=None),
 FrozenTrial(number=890, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 5404), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 22390), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=890, value=None),
 FrozenTrial(number=891, state=1, values=[1139.08], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 23597), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 40488), params={'ema1_period': 12, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=891, value=None),
 FrozenTrial(number=892, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 41170), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 58253), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=892, value=None),
 FrozenTrial(number=893, state=1, values=[1039.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 59252), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 86692), params={'ema1_period': 16, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=893, value=None),
 FrozenTrial(number=894, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 87510), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 106285), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=894, value=None),
 FrozenTrial(number=895, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 107064), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 125370), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=895, value=None),
 FrozenTrial(number=896, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 126065), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 144106), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=896, value=None),
 FrozenTrial(number=897, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 144928), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 173231), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=897, value=None),
 FrozenTrial(number=898, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 174157), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 192626), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=898, value=None),
 FrozenTrial(number=899, state=1, values=[919.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 193435), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 210140), params={'ema1_period': 15, 'ema2_period': 24}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=899, value=None),
 FrozenTrial(number=900, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 210896), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 227555), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=900, value=None),
 FrozenTrial(number=901, state=1, values=[1150.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 228293), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 252665), params={'ema1_period': 13, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=901, value=None),
 FrozenTrial(number=902, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 254244), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 276059), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=902, value=None),
 FrozenTrial(number=903, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 276940), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 293863), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=903, value=None),
 FrozenTrial(number=904, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 294570), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 310960), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=904, value=None),
 FrozenTrial(number=905, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 311796), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 329614), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=905, value=None),
 FrozenTrial(number=906, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 330761), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 358095), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=906, value=None),
 FrozenTrial(number=907, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 358756), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 375520), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=907, value=None),
 FrozenTrial(number=908, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 376198), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 392576), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=908, value=None),
 FrozenTrial(number=909, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 393458), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 409932), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=909, value=None),
 FrozenTrial(number=910, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 410546), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 427825), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=910, value=None),
 FrozenTrial(number=911, state=1, values=[1039.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 428595), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 445921), params={'ema1_period': 15, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=911, value=None),
 FrozenTrial(number=912, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 446798), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 465094), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=912, value=None),
 FrozenTrial(number=913, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 465891), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 482758), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=913, value=None),
 FrozenTrial(number=914, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 483532), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 500013), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=914, value=None),
 FrozenTrial(number=915, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 500976), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 517934), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=915, value=None),
 FrozenTrial(number=916, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 518818), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 546848), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=916, value=None),
 FrozenTrial(number=917, state=1, values=[802.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 547712), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 565398), params={'ema1_period': 10, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=917, value=None),
 FrozenTrial(number=918, state=1, values=[1150.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 566175), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 590924), params={'ema1_period': 13, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=918, value=None),
 FrozenTrial(number=919, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 591707), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 616724), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=919, value=None),
 FrozenTrial(number=920, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 617310), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 638916), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=920, value=None),
 FrozenTrial(number=921, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 639839), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 658417), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=921, value=None),
 FrozenTrial(number=922, state=1, values=[1150.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 659147), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 676502), params={'ema1_period': 13, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=922, value=None),
 FrozenTrial(number=923, state=1, values=[1039.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 677076), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 702097), params={'ema1_period': 16, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=923, value=None),
 FrozenTrial(number=924, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 702907), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 727782), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=924, value=None),
 FrozenTrial(number=925, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 728423), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 751894), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=925, value=None),
 FrozenTrial(number=926, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 752644), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 771274), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=926, value=None),
 FrozenTrial(number=927, state=1, values=[1039.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 772000), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 789605), params={'ema1_period': 15, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=927, value=None),
 FrozenTrial(number=928, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 790365), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 817274), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=928, value=None),
 FrozenTrial(number=929, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 818133), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 843010), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=929, value=None),
 FrozenTrial(number=930, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 843998), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 864958), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=930, value=None),
 FrozenTrial(number=931, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 865696), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 884028), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=931, value=None),
 FrozenTrial(number=932, state=1, values=[1150.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 884950), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 904044), params={'ema1_period': 13, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=932, value=None),
 FrozenTrial(number=933, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 904730), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 932379), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=933, value=None),
 FrozenTrial(number=934, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 933200), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 956257), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=934, value=None),
 FrozenTrial(number=935, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 957328), datetime_complete=datetime.datetime(2024, 6, 15, 7, 40, 59, 983135), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=935, value=None),
 FrozenTrial(number=936, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 40, 59, 984010), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 2854), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=936, value=None),
 FrozenTrial(number=937, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 3567), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 20966), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=937, value=None),
 FrozenTrial(number=938, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 21764), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 38894), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=938, value=None),
 FrozenTrial(number=939, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 39713), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 58346), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=939, value=None),
 FrozenTrial(number=940, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 59351), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 86632), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=940, value=None),
 FrozenTrial(number=941, state=1, values=[1039.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 87649), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 108455), params={'ema1_period': 15, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=941, value=None),
 FrozenTrial(number=942, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 109243), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 126017), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=942, value=None),
 FrozenTrial(number=943, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 126756), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 143373), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=943, value=None),
 FrozenTrial(number=944, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 144111), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 161550), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=944, value=None),
 FrozenTrial(number=945, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 162489), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 180801), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=945, value=None),
 FrozenTrial(number=946, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 181750), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 199498), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=946, value=None),
 FrozenTrial(number=947, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 200158), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 216997), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=947, value=None),
 FrozenTrial(number=948, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 217674), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 234543), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=948, value=None),
 FrozenTrial(number=949, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 235109), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 252127), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=949, value=None),
 FrozenTrial(number=950, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 252783), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 271994), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=950, value=None),
 FrozenTrial(number=951, state=1, values=[962.18], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 272957), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 306539), params={'ema1_period': 15, 'ema2_period': 50}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=951, value=None),
 FrozenTrial(number=952, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 310019), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 331330), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=952, value=None),
 FrozenTrial(number=953, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 332152), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 350226), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=953, value=None),
 FrozenTrial(number=954, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 350984), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 369911), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=954, value=None),
 FrozenTrial(number=955, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 370600), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 388035), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=955, value=None),
 FrozenTrial(number=956, state=1, values=[1080.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 388627), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 405429), params={'ema1_period': 15, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=956, value=None),
 FrozenTrial(number=957, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 405994), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 422681), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=957, value=None),
 FrozenTrial(number=958, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 423099), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 441275), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=958, value=None),
 FrozenTrial(number=959, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 441990), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 460057), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=959, value=None),
 FrozenTrial(number=960, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 460513), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 477776), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=960, value=None),
 FrozenTrial(number=961, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 478387), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 495404), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=961, value=None),
 FrozenTrial(number=962, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 495974), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 512920), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=962, value=None),
 FrozenTrial(number=963, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 513612), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 532412), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=963, value=None),
 FrozenTrial(number=964, state=1, values=[1017.68], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 533181), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 551995), params={'ema1_period': 20, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=964, value=None),
 FrozenTrial(number=965, state=1, values=[1039.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 552789), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 573646), params={'ema1_period': 15, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=965, value=None),
 FrozenTrial(number=966, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 574327), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 591483), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=966, value=None),
 FrozenTrial(number=967, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 591878), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 610255), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=967, value=None),
 FrozenTrial(number=968, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 611000), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 634647), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=968, value=None),
 FrozenTrial(number=969, state=1, values=[1019.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 635266), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 652288), params={'ema1_period': 16, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=969, value=None),
 FrozenTrial(number=970, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 652843), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 669727), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=970, value=None),
 FrozenTrial(number=971, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 670332), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 692474), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=971, value=None),
 FrozenTrial(number=972, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 693516), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 718536), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=972, value=None),
 FrozenTrial(number=973, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 719170), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 736186), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=973, value=None),
 FrozenTrial(number=974, state=1, values=[920.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 736698), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 753879), params={'ema1_period': 13, 'ema2_period': 40}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=974, value=None),
 FrozenTrial(number=975, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 754436), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 774155), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=975, value=None),
 FrozenTrial(number=976, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 775507), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 797664), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=976, value=None),
 FrozenTrial(number=977, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 798485), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 816346), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=977, value=None),
 FrozenTrial(number=978, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 817138), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 834199), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=978, value=None),
 FrozenTrial(number=979, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 834780), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 852034), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=979, value=None),
 FrozenTrial(number=980, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 853124), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 873011), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=980, value=None),
 FrozenTrial(number=981, state=1, values=[1039.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 873711), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 892633), params={'ema1_period': 15, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=981, value=None),
 FrozenTrial(number=982, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 893317), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 910519), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=982, value=None),
 FrozenTrial(number=983, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 911289), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 928501), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=983, value=None),
 FrozenTrial(number=984, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 929198), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 948380), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=984, value=None),
 FrozenTrial(number=985, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 949442), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 968586), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=985, value=None),
 FrozenTrial(number=986, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 969320), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 0, 989659), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=986, value=None),
 FrozenTrial(number=987, state=1, values=[1163.58], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 0, 990837), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 1, 12446), params={'ema1_period': 13, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=987, value=None),
 FrozenTrial(number=988, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 1, 13616), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 1, 35390), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=988, value=None),
 FrozenTrial(number=989, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 1, 37091), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 1, 65082), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=989, value=None),
 FrozenTrial(number=990, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 1, 65817), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 1, 84195), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=990, value=None),
 FrozenTrial(number=991, state=1, values=[1170.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 1, 84871), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 1, 102180), params={'ema1_period': 14, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=991, value=None),
 FrozenTrial(number=992, state=1, values=[930.98], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 1, 103245), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 1, 126416), params={'ema1_period': 14, 'ema2_period': 37}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=992, value=None),
 FrozenTrial(number=993, state=1, values=[1150.28], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 1, 127415), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 1, 151988), params={'ema1_period': 13, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=993, value=None),
 FrozenTrial(number=994, state=1, values=[1120.48], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 1, 152629), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 1, 169579), params={'ema1_period': 15, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=994, value=None),
 FrozenTrial(number=995, state=1, values=[1183.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 1, 170281), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 1, 187529), params={'ema1_period': 14, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=995, value=None),
 FrozenTrial(number=996, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 1, 188255), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 1, 210275), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=996, value=None),
 FrozenTrial(number=997, state=1, values=[1060.38], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 1, 211250), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 1, 235145), params={'ema1_period': 14, 'ema2_period': 12}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=997, value=None),
 FrozenTrial(number=998, state=1, values=[1153.88], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 1, 235894), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 1, 253207), params={'ema1_period': 12, 'ema2_period': 11}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=998, value=None),
 FrozenTrial(number=999, state=1, values=[1153.78], datetime_start=datetime.datetime(2024, 6, 15, 7, 41, 1, 254218), datetime_complete=datetime.datetime(2024, 6, 15, 7, 41, 1, 273847), params={'ema1_period': 13, 'ema2_period': 10}, user_attrs={}, system_attrs={}, intermediate_values={}, distributions={'ema1_period': IntDistribution(high=25, log=False, low=5, step=1), 'ema2_period': IntDistribution(high=50, log=False, low=10, step=1)}, trial_id=999, value=None)]

In [10]:

import pandas as pd

df = pd.DataFrame(columns=["ema1_period", "ema2_period", "score"])
for trial in study.trials:
    df.loc[trial.number] = [
        trial.params["ema1_period"],
        trial.params["ema2_period"],
        trial.values[0],
    ]


df

import pandas as pd df = pd.DataFrame(columns=["ema1_period", "ema2_period", "score"]) for trial in study.trials: df.loc[trial.number] = [ trial.params["ema1_period"], trial.params["ema2_period"], trial.values[0], ] df

Out[10]:

	ema1_period	ema2_period	score
0	5.0	24.0	852.58
1	19.0	25.0	1000.88
2	16.0	21.0	899.78
3	12.0	50.0	1021.38
4	22.0	13.0	1148.48
...	...	...	...
995	14.0	10.0	1183.88
996	13.0	10.0	1153.78
997	14.0	12.0	1060.38
998	12.0	11.0	1153.88
999	13.0	10.0	1153.78

1000 rows × 3 columns

Type 1¶

In [11]:

from plotly import express as px

fig = px.scatter(df, x=df.index, y="score")
fig.show()

from plotly import express as px fig = px.scatter(df, x=df.index, y="score") fig.show()

Type 2¶

In [12]:

import plotly.express as px


fig = px.density_contour(
    df,
    x="ema1_period",
    y="ema2_period",
    z="score",
    histfunc="max",
)
fig.update_traces(contours_coloring="fill", contours_showlabels=True)
fig.show()

import plotly.express as px fig = px.density_contour( df, x="ema1_period", y="ema2_period", z="score", histfunc="max", ) fig.update_traces(contours_coloring="fill", contours_showlabels=True) fig.show()

Type 3¶

In [13]:

import plotly.express as px

fig = px.density_heatmap(
    df,
    x="ema1_period",
    y="ema2_period",
    z="score",
    nbinsx=20,
    nbinsy=40,
    histfunc="max",
    color_continuous_scale="Viridis",
)
fig.show()

import plotly.express as px fig = px.density_heatmap( df, x="ema1_period", y="ema2_period", z="score", nbinsx=20, nbinsy=40, histfunc="max", color_continuous_scale="Viridis", ) fig.show()